{"id":"W4410067592","doi":"10.1016/b978-0-443-27380-3.00016-6","title":"Neurothermodynamics as a contributing factor shaping the mammalian brain","year":2025,"lang":"en","type":"book-chapter","venue":"Evolution of Nervous Systems","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Factor (programming language); Psychology; Neuroscience; Computer science; Programming language","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":[0.0001287926,0.0003418118,0.0002389198,0.0002387672,0.0003657615,0.001084908,0.0005373614,0.0006937621,0.005378496],"category_scores_gemma":[0.0002183636,0.0001212632,0.000146998,0.0003181451,0.001416517,0.001486073,0.0006194976,0.001277313,0.00136253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406198,"about_ca_system_score_gemma":0.000274662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760716,"about_ca_topic_score_gemma":0.0006150728,"domain_scores_codex":[0.9999599,0.000005185993,0.000001524517,0.00001295404,0.00001506781,0.000005350651],"domain_scores_gemma":[0.9999374,0.0000275379,0.00000922852,0.000006248428,0.00001194164,0.00000767783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007358422,0.00002492152,0.0005215129,0.0004534566,0.00001618986,0.0009812465,0.0005905825,0.003173062,0.1210725,0.6814924,0.01289506,0.1787055],"study_design_scores_gemma":[0.000007921832,0.0001059508,0.001732037,0.0001702007,0.00002258119,0.003489444,0.0003091192,0.003817189,0.0346907,0.3987508,0.5568666,0.00003742278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1084778,0.2149265,0.1045811,0.009197335,0.004380123,0.00005753147,0.000326795,0.0005657267,0.5574871],"genre_scores_gemma":[0.468577,0.1416885,0.03384558,0.002302943,0.002143048,0.00008540662,0.0002425462,0.0003413607,0.3507737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005378496,"threshold_uncertainty_score":0.01799279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047091499272328,"score_gpt":0.2485333725434198,"score_spread":0.2180624575506965,"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."}}