{"id":"W2034722988","doi":"10.1080/1047840x.2014.916595","title":"Sources of Behavioral Variability and the Etiology of Psychopathology","year":2014,"lang":"en","type":"article","venue":"Psychological Inquiry","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Psychology; Psychopathology; Natural selection; Evolutionary psychology; Evolutionary theory; Selection (genetic algorithm); Etiology; Natural (archaeology); Cognitive psychology; Social psychology; Clinical psychology; Epistemology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002817369,0.0002417937,0.0007061559,0.000123991,0.0001359185,0.000005102857,0.0005396586,0.0005669434,0.002372673],"category_scores_gemma":[0.0001472395,0.0001562524,0.0002005225,0.0001952237,0.009001512,0.00004563572,0.0001120691,0.0005060785,0.00006628616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007429256,"about_ca_system_score_gemma":0.000005367781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002619617,"about_ca_topic_score_gemma":0.000003636987,"domain_scores_codex":[0.9955893,0.00234305,0.000836439,0.0006908855,0.0001498833,0.0003904859],"domain_scores_gemma":[0.9972327,0.001170407,0.0004244025,0.0009729842,0.0001110254,0.00008844152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003332597,0.002344935,0.3058083,0.0000249751,0.00007616034,0.00001064926,0.008493235,0.000003042069,0.001120725,0.6556178,0.003068897,0.02009859],"study_design_scores_gemma":[0.004226303,0.001460433,0.9396171,0.00001007901,0.0001194592,0.0002693263,0.0006500611,0.00000518551,0.0000208507,0.05178604,0.001640113,0.0001950302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97773,0.0003333564,0.001755346,0.0008220832,0.001945368,0.0003548878,0.0000143232,0.00005765745,0.01698693],"genre_scores_gemma":[0.998037,0.00002956089,0.0006325654,0.0005690299,0.0002976334,0.0001129811,0.000008266663,0.0000154576,0.0002975129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6338088,"threshold_uncertainty_score":0.9985393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08891505361788712,"score_gpt":0.4047023969111506,"score_spread":0.3157873432932635,"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."}}