{"id":"W1568668872","doi":"10.18357/ijcyfs22.120117706","title":"RISK PROFILES, TRAJECTORIES, AND INTERVENTION POINTS FOR SERIOUS AND CHRONIC YOUNG OFFENDERS","year":2011,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perspective (graphical); Intervention (counseling); Psychology; Persistence (discontinuity); Developmental psychology; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002576287,0.0001308105,0.0002079657,0.0001061458,0.000136196,0.00002850968,0.0000853137,0.00004501681,0.00000848486],"category_scores_gemma":[0.00004609153,0.0001018524,0.00008092083,0.0000304398,0.0001284109,0.0001146878,0.00004574499,0.0001378615,6.837471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003661958,"about_ca_system_score_gemma":0.00001363656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004241674,"about_ca_topic_score_gemma":0.00002544358,"domain_scores_codex":[0.9991605,0.00003726668,0.0003507948,0.0001623571,0.0001585948,0.0001304931],"domain_scores_gemma":[0.9993755,0.00003530243,0.0002686942,0.00003514924,0.0002174906,0.00006789513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003707677,0.0009485387,0.5212508,0.0002561413,0.008226221,0.0000604623,0.1411741,6.885228e-7,0.00006460338,0.01074559,0.01071091,0.3028543],"study_design_scores_gemma":[0.00291394,0.0003970351,0.9765553,0.0004059749,0.0001127196,0.0001261751,0.01287041,0.000001955323,0.00002076397,0.003536454,0.002914598,0.0001446247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654597,0.02840732,0.0003717501,0.001120028,0.003426432,0.0001893931,0.0001156325,0.00000995701,0.0008997647],"genre_scores_gemma":[0.9899321,0.008744722,0.0002027185,0.0004172933,0.0005933242,0.000004639384,0.000009382544,0.00000869927,0.00008717809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4553045,"threshold_uncertainty_score":0.4153419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407374265039165,"score_gpt":0.2964223619214714,"score_spread":0.2556849354175549,"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."}}