{"id":"W4238365407","doi":"10.1007/0-387-23846-8_27","title":"School Failure","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Truancy; Underemployment; Drop out; Dropout (neural networks); Attendance; Unemployment; School dropout; Demographic economics; Psychology; Demography; Medicine; Sociology; Economics; Economic growth; Criminology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004746864,0.0004514363,0.0004604512,0.0008787375,0.002340572,0.00165487,0.000775589,0.0009169285,0.1220108],"category_scores_gemma":[0.001108225,0.0001736171,0.0002836483,0.0007456232,0.0008508539,0.001563534,0.002523019,0.001911751,0.02085164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282632,"about_ca_system_score_gemma":0.003301359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070009,"about_ca_topic_score_gemma":0.03320908,"domain_scores_codex":[0.9996092,0.00006037167,0.00001207477,0.00005152204,0.0001047128,0.000162122],"domain_scores_gemma":[0.9995498,0.00002798849,0.00003058291,0.00002690051,0.000112185,0.0002523756],"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":[0.00002192365,0.0001940605,0.004948353,0.0001291601,0.000007514225,0.0003091163,0.002025527,0.00008427069,0.00010194,0.0609946,0.7643452,0.1668383],"study_design_scores_gemma":[0.00001421318,0.00005285227,0.0141001,0.0003613867,0.000007349727,0.0003182109,0.002897072,0.00006361663,0.00007701938,0.01165539,0.970446,0.000006790285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01198296,0.005565808,0.0004472651,0.02002806,0.002094127,0.0001081027,0.0007853087,0.0001261706,0.9588622],"genre_scores_gemma":[0.07168565,0.005456466,0.0003823042,0.004136069,0.0004682771,0.0001355096,0.0007383348,0.00004630168,0.9169511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1220108,"threshold_uncertainty_score":0.4081669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219004211383162,"score_gpt":0.3143258608680164,"score_spread":0.2621358187541848,"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."}}