{"id":"W2076538658","doi":"10.1177/1534650105280329","title":"Covert Association","year":2007,"lang":"en","type":"article","venue":"Clinical Case Studies","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Covert; Association (psychology); Psychology; Intervention (counseling); Developmental psychology; Clinical psychology; Social psychology; Psychotherapist; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004340776,0.0002180096,0.0005304061,0.00009241271,0.0002179251,0.00001674973,0.000139005,0.000267789,0.0002227849],"category_scores_gemma":[0.002591858,0.0001946701,0.0002393805,0.0002799066,0.0001978488,0.00007043459,0.00009641636,0.0004774516,0.001424114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934146,"about_ca_system_score_gemma":0.00001981307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002934558,"about_ca_topic_score_gemma":0.0002199404,"domain_scores_codex":[0.9973215,0.0002353982,0.001030313,0.0005358194,0.0002699471,0.0006069596],"domain_scores_gemma":[0.9950219,0.003738113,0.0004178186,0.0004556825,0.0001884369,0.0001780957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001955338,0.0002992708,0.1455684,0.00001005891,0.0007464378,0.003289317,0.001374487,1.561555e-7,0.000005554093,0.003218013,0.8245772,0.02071553],"study_design_scores_gemma":[0.006255654,0.001870787,0.282405,0.00008690451,0.0005128493,0.003030182,0.02922138,0.000006238201,0.00003347755,0.005947331,0.6695218,0.001108387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6505086,0.0028624,0.0002343603,0.0009854499,0.2497004,0.0002368254,0.00001913713,0.0001955803,0.09525721],"genre_scores_gemma":[0.9838399,0.0001022761,0.0004261175,0.002328623,0.006794358,0.00001482388,0.000004687075,0.0000350445,0.006454168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3333313,"threshold_uncertainty_score":0.9993534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703769637665422,"score_gpt":0.5289299878157795,"score_spread":0.3585530240492373,"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."}}