{"id":"W3121580119","doi":"","title":"Parent Education Programs in Family Courts: Balancing Autonomy and State Intervention","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Autonomy; Intervention (counseling); Dispute resolution; State (computer science); Conflict resolution; Family law; Psychology; Best practice; Child custody; Political science; Best interests; Social psychology; Public relations; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986191,0.00007150917,0.0001121912,0.00007825957,0.0002499752,0.0001764329,0.00009933031,0.00004100613,0.000003268416],"category_scores_gemma":[0.00004634886,0.00006602677,0.00003640673,0.0001581609,0.0000351677,0.0003874632,0.000006941347,0.00049701,0.000002902793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223311,"about_ca_system_score_gemma":0.003907177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008289088,"about_ca_topic_score_gemma":0.02491602,"domain_scores_codex":[0.9984226,0.0001163387,0.0002484842,0.0001192879,0.0001924251,0.0009008933],"domain_scores_gemma":[0.9996598,0.000009168306,0.0001442351,0.00003702607,0.00007849635,0.0000712644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001727607,0.0001847221,0.02690567,0.00000891749,0.00001398909,0.000001083381,0.007258602,0.00000433193,0.00004391652,0.08747938,0.00003322265,0.8780489],"study_design_scores_gemma":[0.0007627106,0.0006737288,0.04872715,0.0004137588,0.00001950233,0.00003474067,0.05893232,0.00004977053,0.000007767956,0.8572,0.03289261,0.0002858975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865333,0.007054931,0.000891582,0.001290808,0.0002536097,0.0002127764,1.684902e-7,0.0000257364,0.003737056],"genre_scores_gemma":[0.9969205,0.00201996,0.00001831305,0.00007344338,0.0002865866,0.00000645838,0.000001445148,0.000004343205,0.000668904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.877763,"threshold_uncertainty_score":0.9983148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409669966803556,"score_gpt":0.2956563983992676,"score_spread":0.281559698731232,"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."}}