{"id":"W4406648886","doi":"10.1016/b978-2-294-73854-8.00008-1","title":"10.1016/b978-2-294-73854-8.00008-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004247353,0.000457309,0.000578292,0.0002010138,0.0005184875,0.0001589627,0.0008393041,0.000573018,0.9979858],"category_scores_gemma":[0.00004412281,0.0004906917,0.0002709939,0.0001289295,0.0002601171,0.0002092897,0.00007269932,0.0005480807,0.9971392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311384,"about_ca_system_score_gemma":0.000322552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002984506,"about_ca_topic_score_gemma":0.00006896954,"domain_scores_codex":[0.9972544,0.00006356528,0.0004327151,0.0006685654,0.0008736116,0.0007070851],"domain_scores_gemma":[0.9985092,0.0001073266,0.0001731576,0.0005777046,0.0001490374,0.0004835462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000696912,0.00001681442,9.566467e-8,0.000009264753,0.0000563501,0.0000486659,0.0006344249,0.000005061433,0.000001025351,0.001133687,0.4844486,0.5135763],"study_design_scores_gemma":[0.000146433,0.00005871023,0.000001672837,0.00017574,0.00005649522,0.000001742875,0.00001041102,0.000001240672,0.000001518838,0.001660871,0.9972585,0.0006266432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002608051,0.0007377784,5.238343e-7,0.0007757406,0.00001414239,0.0004775926,0.0001252114,0.0003039388,0.9975625],"genre_scores_gemma":[0.000005590143,0.0000136569,0.00009579894,0.0001656813,0.001546774,0.00002410021,0.00004544937,0.0001017374,0.9980012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5129497,"threshold_uncertainty_score":0.9997545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507939729884451,"score_gpt":0.2136007668911637,"score_spread":0.1985213695923192,"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."}}