{"id":"W2345550503","doi":"10.1177/0033294116639430","title":"Coupling of Temperament with Mental Illness in Four Age Groups","year":2016,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College; McMaster University","funders":"Association for Psychological Science","keywords":"Temperament; Psychology; Mental illness; Developmental psychology; Coupling (piping); Clinical psychology; Psychiatry; Personality; Psychoanalysis; Mental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003458871,0.000173098,0.00028012,0.00007548249,0.00005416771,0.000009708448,0.0001054625,0.0001147154,0.001245467],"category_scores_gemma":[0.00002359002,0.00009306208,0.00008047227,0.0001839146,0.0001384091,0.00004621258,0.00003186958,0.0001181106,0.00003170753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005437545,"about_ca_system_score_gemma":0.00001142668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001796872,"about_ca_topic_score_gemma":0.00001139868,"domain_scores_codex":[0.998278,0.00002595812,0.0005435832,0.0005201221,0.0003049746,0.0003273799],"domain_scores_gemma":[0.9993582,0.00005178838,0.0001972067,0.0002551196,0.00003283305,0.0001048653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001046371,0.003462968,0.9078874,0.00003599797,0.0001328684,0.005400945,0.00172161,0.00000711832,0.009937146,0.009195734,0.004711716,0.05646014],"study_design_scores_gemma":[0.001139442,0.0002129923,0.9884943,0.0002959288,0.000005428537,0.0003322349,0.0001670332,3.442375e-7,0.0001226543,0.002857168,0.00614453,0.0002279307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850503,0.00008152401,0.0002046831,0.001199038,0.001231323,0.0002835121,0.000004806785,0.00004008631,0.01190475],"genre_scores_gemma":[0.9981175,0.00006620941,0.0001288193,0.0002809615,0.0001107692,0.00003638281,0.000006636715,0.00001257744,0.001240145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08060693,"threshold_uncertainty_score":0.9996675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032582604069536,"score_gpt":0.3088577631675792,"score_spread":0.2762751590980432,"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."}}