ArticleMicrobial biotechnology2023
Scientific novelty beyond the experiment.
Article in Microbial biotechnology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed.
- Quantum entanglement and coherence in plant signaling networks: a theoretical framework.Theory in biosciences = Theorie in den Biowissenschaften · 2026Review
- NewStudies in mycology · 2024Article
- ChatGPT in Healthcare Writing: Advantages and Limitations.Healthcare informatics research · 2024Article
- ChatGPT: A Conceptual Review of Applications and Utility in the Field of Medicine.Journal of medical systems · 2024Review
- A concept for international societally relevant microbiology education and microbiology knowledge promulgation in society.Microbial biotechnology · 2024Article
- This is the Age of Microbial Technology: Crucial roles of learned societies and academies.Microbial biotechnology · 2024Article
- Leveraging and exercising caution with ChatGPT and other generative artificial intelligence tools in environmental psychology research.Frontiers in psychology · 2024Article
- A SWOT (Strengths, Weaknesses, Opportunities, and Threats) Analysis of ChatGPT in the Medical Literature: Concise Review.Journal of medical Internet research · 2023Review
- Breaking barriers: can ChatGPT compete with a shoulder and elbow specialist in diagnosis and management?JSES international · 2023Article
- Review
- Nanohaloarchaea as beneficiaries of xylan degradation by haloarchaea.Microbial biotechnology · 2023Article
- Leveraging nature to advance data storage: DNA as a storage medium.Microbial biotechnology · 2023Article
- Modes-of-action of antifungal compounds: Stressors and (target-site-specific) toxins, toxicants, or toxin-stressors.Microbial biotechnology · 2023Review
- Large Language Models in Medical Education: Opportunities, Challenges, and Future Directions.JMIR medical education · 2023Article
- Scientific novelty beyond the experiment.Microbial biotechnology · 2023Article
- ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns.Healthcare (Basel, Switzerland) · 2023Review
- Novelty in research: A common reason for manuscript rejection!Indian journal of anaesthesia · 2023Article
- Will ChatGPT's Free Language Editing Service Level the Playing Field in Science Communication?: Insights from a Collaborative Project with Non-native English Scholars.Perspectives on medical education · 2023Article
- Universal skepticism of ChatGPT: a review of early literature on chat generative pre-trained transformer.Frontiers in big data · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Practical experiments drive important scientific discoveries in biology, but theory-based research studies also contribute novel-sometimes paradigm-changing-findings. Here, we appraise the roles of theory-based approaches focusing on the experiment-dominated wet-biology research areas of microbial growth and survival, cell physiology, host-pathogen interactions, and competitive or symbiotic interactions. Additional examples relate to analyses of genome-sequence data, climate change and planetary health, habitability, and astrobiology. We assess the importance of thought at each step of the research process; the roles of natural philosophy, and inconsistencies in logic and language, as drivers of scientific progress; the value of thought experiments; the use and limitations of artificial intelligence technologies, including their potential for interdisciplinary and transdisciplinary research; and other instances when theory is the most-direct and most-scientifically robust route to scientific novelty including the development of techniques for practical experimentation or fieldwork. We highlight the intrinsic need for human engagement in scientific innovation, an issue pertinent to the ongoing controversy over papers authored using/authored by artificial intelligence (such as the large language model/chatbot ChatGPT). Other issues discussed are the way in which aspects of language can bias thinking towards the spatial rather than the temporal (and how this biased thinking can lead to skewed scientific terminology); receptivity to research that is non-mainstream; and the importance of theory-based science in education and epistemology. Whereas we briefly highlight classic works (those by Oakes Ames, Francis H.C. Crick and James D. Watson, Charles R. Darwin, Albert Einstein, James E. Lovelock, Lynn Margulis, Gilbert Ryle, Erwin R.J.A. Schrödinger, Alan M. Turing, and others), the focus is on microbiology studies that are more-recent, discussing these in the context of the scientific process and the types of scientific novelty that they represent. These include several studies carried out during the 2020 to 2022 lockdowns of the COVID-19 pandemic when access to research laboratories was disallowed (or limited). We interviewed the authors of some of the featured microbiology-related papers and-although we ourselves are involved in laboratory experiments and practical fieldwork-also drew from our own research experiences showing that such studies can not only produce new scientific findings but can also transcend barriers between disciplines, act counter to scientific reductionism, integrate biological data across different timescales and levels of complexity, and circumvent constraints imposed by practical techniques. In relation to urgent research needs, we believe that climate change and other global challenges may require approaches beyond the experiment.
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.