{"id":"W4206155276","doi":"10.4324/9780429299650","title":"The Life-Course of Serious and Violent Youth Grown Up","year":2021,"lang":"en","type":"book","venue":"","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Life course approach; Course (navigation); Criminology; Psychology; Developmental psychology; Engineering","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":[0.0002815983,0.00009282189,0.000165492,0.0000186523,0.00031258,0.00009518818,0.0001785061,0.0001148187,0.002198565],"category_scores_gemma":[0.0000409058,0.00006180238,0.0001736864,0.00003085239,0.0002963433,0.00003345294,0.00008963186,0.0001258235,0.00001290916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002543148,"about_ca_system_score_gemma":0.0003996543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339146,"about_ca_topic_score_gemma":0.009412073,"domain_scores_codex":[0.9992504,0.00006485297,0.0002030737,0.0001465875,0.0001931188,0.0001420403],"domain_scores_gemma":[0.999463,0.00006563513,0.00011174,0.000172554,0.000106524,0.00008055429],"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":[0.00001344585,0.000153294,0.0006902894,0.00013796,0.0006307256,0.000006312785,0.04181215,3.231941e-7,0.000009069177,0.189687,0.6832418,0.08361766],"study_design_scores_gemma":[0.000134147,0.00005557084,0.0006496789,0.0003172081,0.0002003156,6.49259e-7,0.03919818,0.000002154738,0.00001842312,0.002659915,0.9565821,0.0001816527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002260796,0.007176084,0.00003200766,0.001168226,0.0009672351,0.0001969713,0.0000995924,0.00002358407,0.9880755],"genre_scores_gemma":[0.04684626,0.002122463,0.000005319766,0.00009273885,0.0002603199,0.000004473349,0.00002329054,0.000009618495,0.9506355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2733403,"threshold_uncertainty_score":0.9987136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999736215565042,"score_gpt":0.331960357003501,"score_spread":0.2919629948478506,"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."}}