{"id":"W4200447364","doi":"10.1098/rstb.2020.0518","title":"Neuroscience needs evolution","year":2021,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; HEC Montréal","funders":"","keywords":"Cognitive science; Neuroscience; Theme (computing); Evolutionary neuroscience; Systems neuroscience; Epistemology; Psychology; Computer science; Biology; Evolutionary ecology; Ecology; Philosophy","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":[0.006876479,0.0009163159,0.001347478,0.001059725,0.002885476,0.005657992,0.001216029,0.007953958,0.01629653],"category_scores_gemma":[0.008738612,0.000259264,0.0006709235,0.0007269852,0.01638808,0.01530745,0.004215622,0.01223315,0.004612735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004445659,"about_ca_system_score_gemma":0.004069266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114027,"about_ca_topic_score_gemma":0.00169549,"domain_scores_codex":[0.9965333,0.001444885,0.000155427,0.0007321733,0.0007411555,0.0003931014],"domain_scores_gemma":[0.9938507,0.003344279,0.0001990189,0.0008424663,0.001000254,0.0007632265],"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":[0.00002916135,0.00002817098,0.0001986189,0.0002548413,0.00002305895,0.0000898565,0.00111254,0.0001988689,0.0003491364,0.8915454,0.05553023,0.05064024],"study_design_scores_gemma":[0.000008243378,0.00001944755,0.0002208351,0.0002195051,0.000006985111,0.0001614173,0.0003583687,0.0001246134,0.00008496729,0.4657981,0.5329831,0.00001435575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002913935,0.1732199,0.01579528,0.655313,0.02561677,0.00004012186,0.0002781406,0.0003257986,0.1264971],"genre_scores_gemma":[0.2261904,0.195642,0.03963899,0.3590609,0.05667059,0.0002873695,0.0007615126,0.0008006658,0.1209476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01629653,"threshold_uncertainty_score":0.05451733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05030037631701048,"score_gpt":0.2331231377980627,"score_spread":0.1828227614810523,"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."}}