{"id":"W4405724928","doi":"10.3390/biology13121088","title":"Thermal Plasticity and Evolutionary Constraints in Bacillus: Implications for Climate Change Adaptation","year":2024,"lang":"en","type":"article","venue":"Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Biology; Bacillus subtilis; Adaptation (eye); Cereus; Bacillus cereus; Climate change; Niche; Bacillus (shape); Experimental evolution; Evolutionary biology; Bacteria; Genetics; Ecology; Gene","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":[0.0004492842,0.0003301376,0.000403192,0.0004536823,0.0004567363,0.0007653448,0.0003099461,0.0005229887,0.0009155457],"category_scores_gemma":[0.000817703,0.0001878551,0.000247972,0.0005722762,0.000609494,0.0004846007,0.0007464766,0.0005755372,0.0001507786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884336,"about_ca_system_score_gemma":0.000375969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123511,"about_ca_topic_score_gemma":0.001674464,"domain_scores_codex":[0.9996731,0.0001003034,0.0000275668,0.0000684472,0.00007302876,0.0000576009],"domain_scores_gemma":[0.9996394,0.00009411649,0.0001051689,0.00003888286,0.00005220557,0.0000701227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002917119,0.00009028294,0.03069166,0.0001468872,0.00004733306,0.0003158595,0.0004565765,0.002721581,0.944812,0.00160915,0.0000640902,0.01875281],"study_design_scores_gemma":[0.00005000061,0.001347612,0.8659328,0.0001569185,0.0001293015,0.002307328,0.002601045,0.0143022,0.09499836,0.00780294,0.01019798,0.000173437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995433,0.0008655058,0.001919824,0.0002311841,0.000009602091,0.000007839166,0.0001199156,0.00002227889,0.001390823],"genre_scores_gemma":[0.9965451,0.0008531794,0.002044857,0.00005945145,0.000008208749,0.00001801311,0.0001452705,0.00001538317,0.0003105832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123511,"threshold_uncertainty_score":0.003543854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911612544789271,"score_gpt":0.2932113792950093,"score_spread":0.2640952538471166,"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."}}