{"id":"W63491074","doi":"10.60082/0829-3929.1013","title":"Family Arbitration: One Step Forward, Two Steps Back","year":2007,"lang":"en","type":"article","venue":"Journal of Law and Social Policy","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Arbitration; Two step; Computer science; Political science; Law; Mathematics; Applied mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001613256,0.00009037214,0.0002863922,0.00008438677,0.0008015317,0.0001680194,0.0001473603,0.00012359,0.0000292939],"category_scores_gemma":[0.0000716815,0.00008196912,0.0001161999,0.0002247378,0.0003102715,0.0004611507,0.00001947588,0.0002100041,0.00001300996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158349,"about_ca_system_score_gemma":0.0004885226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04450365,"about_ca_topic_score_gemma":0.01241599,"domain_scores_codex":[0.9985062,0.0001021591,0.0004620456,0.00008500079,0.0005244241,0.0003200981],"domain_scores_gemma":[0.9990211,0.00007634092,0.000358885,0.00003943529,0.0003177845,0.0001864263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005297011,0.00005937984,0.000224064,0.00002583666,0.00004715592,0.000009419097,0.0156151,2.791428e-7,0.0003181532,0.9764277,0.001669067,0.005550894],"study_design_scores_gemma":[0.001577468,0.0002488143,0.004602842,0.00007605691,0.00006296781,0.00001292362,0.01245559,0.000001215399,0.000143998,0.04548685,0.9350476,0.00028366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1533447,0.0006068305,0.00089433,0.009374968,0.000525152,0.0001648449,0.00000584541,0.00001840115,0.8350649],"genre_scores_gemma":[0.982927,0.0001153041,0.0002127934,0.003667428,0.01231867,4.034704e-7,4.040191e-7,0.000009041636,0.0007489902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9333785,"threshold_uncertainty_score":0.9618591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947905874857221,"score_gpt":0.3534682110478782,"score_spread":0.313989152299306,"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."}}