{"id":"W4319336227","doi":"10.1098/rspb.2022.2225","title":"Effects of thermal fluctuations on biological processes: a meta-analysis of experiments manipulating thermal variability","year":2023,"lang":"en","type":"review","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"Division of Environmental Biology","keywords":"Context (archaeology); Variation (astronomy); Range (aeronautics); Meta-analysis; Ecology; Environmental science; Thermal; Biology; Geography; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138349,0.002595135,0.007503685,0.003168751,0.0003936075,0.001814606,0.001894437,0.001110133,0.002182646],"category_scores_gemma":[0.01767775,0.0007436196,0.01408689,0.003754968,0.0006389837,0.001024134,0.001357253,0.001354818,0.0002916138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332743,"about_ca_system_score_gemma":0.001879704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368576,"about_ca_topic_score_gemma":0.005379195,"domain_scores_codex":[0.9962209,0.002087886,0.0004920481,0.0007002473,0.0003758482,0.0001231671],"domain_scores_gemma":[0.9772347,0.01888828,0.001544806,0.001347363,0.0007420055,0.0002428548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002194709,0.0001240896,0.02311379,0.1689696,0.6657121,0.0003054015,0.0002393636,0.003844565,0.004678507,0.001585862,0.002264232,0.1269679],"study_design_scores_gemma":[0.0003126475,0.0009914081,0.05026403,0.0121505,0.9108617,0.0003390305,0.0001580384,0.00146226,0.001910941,0.00344279,0.01799897,0.0001076488],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009360903,0.9860925,0.003153883,0.0002455684,0.0001473784,0.00008057182,0.0004634431,0.00007546513,0.0003802959],"genre_scores_gemma":[0.2371862,0.7492658,0.009949094,0.0007398695,0.0002002699,0.0004518232,0.001595607,0.0001212507,0.000489967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01138349,"threshold_uncertainty_score":0.06020236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1717493199611923,"score_gpt":0.3404425843249954,"score_spread":0.168693264363803,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}