{"id":"W1419130125","doi":"10.5195/jyd.2007.353","title":"Addressing the Needs of Children of Offenders: The 4-H LIFE Model","year":2007,"lang":"en","type":"article","venue":"Journal of Youth Development","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Annie E. Casey Foundation","keywords":"Prison; Maximum security; Psychology; Foundation (evidence); Family life; Developmental psychology; Criminology; Sociology; Political science; Gender studies","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":[],"consensus_categories":[],"category_scores_codex":[0.002726684,0.00006308502,0.0001457325,0.00009637332,0.0002803391,0.00002209014,0.0003159715,0.00004500303,0.00001562057],"category_scores_gemma":[0.0001420135,0.00003357345,0.00008820929,0.0002491706,0.0001468876,0.0001132808,0.00003507458,0.0001545568,6.743733e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005138069,"about_ca_system_score_gemma":0.0006062088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007165664,"about_ca_topic_score_gemma":0.00006217901,"domain_scores_codex":[0.9986244,0.00006418197,0.0005271331,0.00003630604,0.000592016,0.0001559413],"domain_scores_gemma":[0.9989601,0.00008658641,0.0006038829,0.00008116222,0.0001996483,0.00006862143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001855675,0.0002648547,0.0619113,0.00002340355,0.0004424166,0.000001949845,0.8658641,0.003015293,0.0004106881,0.004581797,0.001711865,0.06158676],"study_design_scores_gemma":[0.001469404,0.0001152084,0.6654341,0.0006305194,0.0002621127,0.00001726706,0.3210118,0.0001090719,0.006987217,0.001057295,0.00256806,0.0003379738],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894103,0.0004284942,0.004615455,0.00186054,0.0001726151,0.0001034318,0.000001617589,0.000003574812,0.003403918],"genre_scores_gemma":[0.9984498,0.00007263036,0.0009820524,0.0002306665,0.0001900901,1.705815e-7,6.387628e-7,0.000004375571,0.0000695466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6035228,"threshold_uncertainty_score":0.215617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13150868245539,"score_gpt":0.3265339272410492,"score_spread":0.1950252447856592,"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."}}