{"id":"W4382010917","doi":"10.1002/cphy.c220027","title":"Exercise and Experiments of Nature","year":2023,"lang":"en","type":"article","venue":"Comprehensive physiology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Natural (archaeology); Adaptability; Psychology; Stressor; Population; Cognitive psychology; Test (biology); Computer science; Neuroscience; Biology; Medicine; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002056123,0.00008382308,0.0002144792,0.00009379155,0.00004615961,0.000001608718,0.00009219687,0.0001517027,0.0005478188],"category_scores_gemma":[0.000004224719,0.00007787126,0.00005912112,0.0001578362,0.0001347463,0.00002298532,0.00008583561,0.0001691334,0.0002575153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004699651,"about_ca_system_score_gemma":0.000006961496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005709799,"about_ca_topic_score_gemma":0.000001172395,"domain_scores_codex":[0.9993023,0.00006264186,0.0001713947,0.0002101366,0.00004016091,0.0002133699],"domain_scores_gemma":[0.9995268,0.00005012457,0.00006285193,0.000218753,0.00007873649,0.00006271496],"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":[0.0008539269,0.0007640871,0.004706193,0.000236175,0.0001477228,0.00003621485,0.00593783,0.000004892604,0.6818701,0.0274069,0.1898273,0.08820868],"study_design_scores_gemma":[0.0006511255,0.0002907188,0.9821934,0.00006990263,0.00001509644,0.000003937717,0.001411392,0.00001329405,0.003423295,0.00110942,0.01071114,0.0001072884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948332,0.003230919,0.000001455284,0.0001064325,0.0009761796,0.0001579324,0.00002755937,0.00005754724,0.0006088176],"genre_scores_gemma":[0.9986721,0.0001318011,0.00002783012,0.0002625158,0.00004106584,0.00005615472,0.00003974784,0.0000100552,0.0007587582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9774872,"threshold_uncertainty_score":0.5998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799367411113323,"score_gpt":0.4320464239001136,"score_spread":0.3521096827887813,"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."}}