{"id":"W2120153387","doi":"10.1177/1541204012440108","title":"Research Note","year":2012,"lang":"en","type":"article","venue":"Youth Violence and Juvenile Justice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Juvenile delinquency; Psychology; Commit; Poison control; Human factors and ergonomics; Juvenile; Injury prevention; Suicide prevention; Developmental psychology; Recidivism; Interpersonal relationship; Clinical psychology; Social psychology; Medical emergency; Medicine","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":[0.0008354517,0.0001125352,0.0001404934,0.0001048617,0.0002525155,0.00002884115,0.0001561811,0.0001206814,0.0008119325],"category_scores_gemma":[0.00006181066,0.0001003466,0.00003455852,0.0002452382,0.0001436849,0.0001547166,0.00007534227,0.0003940963,0.002365723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001517086,"about_ca_system_score_gemma":0.00001870388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175695,"about_ca_topic_score_gemma":0.000008550412,"domain_scores_codex":[0.9985486,0.0001422932,0.0001703776,0.0002575678,0.0002230201,0.0006581934],"domain_scores_gemma":[0.999118,0.0002302878,0.00003510913,0.0003345248,0.00006233301,0.0002196927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004393368,0.001213079,0.05874131,0.000260715,0.0001122258,0.00008034136,0.169323,0.000003003691,0.0004219911,0.08115262,0.01248776,0.6757647],"study_design_scores_gemma":[0.004522502,0.0007364193,0.7065184,0.001708658,0.001164176,0.0002321445,0.2052805,0.00006501579,0.001537491,0.002935267,0.07378187,0.001517581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208085,0.005570201,0.0001191459,0.0001244301,0.001229592,0.0001544654,0.00002640817,0.00006428442,0.07190295],"genre_scores_gemma":[0.9974492,0.0004391448,0.00008298517,0.0003415812,0.001026135,0.00001669561,0.000006748737,0.00001727495,0.000620247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6742471,"threshold_uncertainty_score":0.9984111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08033390725756609,"score_gpt":0.3889546628971981,"score_spread":0.308620755639632,"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."}}