{"id":"W6921862329","doi":"10.11575/prism/32507","title":"Restructuring Domestic Relations: Improvements and Innovations in British Columbia's Family Law Act","year":2014,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Restructuring; Work (physics); Legislation; Family law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007194567,0.00006263478,0.0001387927,0.0001497992,0.0000697927,0.00006619444,0.0002850505,0.000102929,0.0000387953],"category_scores_gemma":[0.00001773793,0.0001267775,0.00001963836,0.0001976606,0.00005157536,0.0001292277,0.00015648,0.0001391951,0.000004831511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299483,"about_ca_system_score_gemma":0.0000603429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03878628,"about_ca_topic_score_gemma":0.006067339,"domain_scores_codex":[0.9994573,0.0000122442,0.00009168593,0.0002047333,0.0001242217,0.0001098007],"domain_scores_gemma":[0.9996063,0.00003827217,0.00009538409,0.0001923457,0.00002593998,0.00004177825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000005062135,0.0003341955,0.02417078,0.00111356,0.0003783151,0.000226039,0.003040516,0.0002796471,0.0003924668,0.2696845,0.1861245,0.5142504],"study_design_scores_gemma":[0.001600537,0.00006916194,0.6523086,0.001139157,0.00004496292,0.00002006597,0.00007381202,0.1210117,0.000001082175,0.01566163,0.2072581,0.0008111349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0183885,0.0003450242,0.8354357,0.0001560057,0.0003476995,0.0002650542,0.000001265892,0.0001092395,0.1449515],"genre_scores_gemma":[0.08681413,0.0003294683,0.6853164,0.0001424412,0.00004738692,0.000001810514,0.00004281876,0.0001073269,0.2271982],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6281378,"threshold_uncertainty_score":0.9676145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005950957412084266,"score_gpt":0.1832213112999482,"score_spread":0.177270353887864,"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."}}