{"id":"W2737184433","doi":"10.22329/wyaj.v34i1.5009","title":"A THIRD REVOLUTION IN FAMILY DISPUTE RESOLUTION: ACCESSIBLE LEGAL PROFESSIONALISM","year":2017,"lang":"en","type":"article","venue":"Windsor Yearbook of Access to Justice","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Family law; Scholarship; Economic Justice; Law; Dispute resolution; Political science; Doctrine; Alternative dispute resolution; Practice of law; Sociology; Legal practice; Service (business); Legal profession; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003143828,0.0001402718,0.0002258638,0.001783186,0.01245409,0.006992619,0.001352093,0.001921408,0.005580291],"category_scores_gemma":[0.00672779,0.0001823699,0.0003727814,0.002033117,0.02218388,0.004214067,0.00524263,0.002664422,0.0002058943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07570172,"about_ca_system_score_gemma":0.126576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9162753,"about_ca_topic_score_gemma":0.9486666,"domain_scores_codex":[0.9950505,0.0006939251,0.00008386726,0.0004179936,0.002052207,0.001701533],"domain_scores_gemma":[0.9951139,0.001251036,0.0003170839,0.000442439,0.001143205,0.001732338],"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":[0.00002081332,0.00005679682,0.006930597,0.0001207512,0.000006543546,0.0004269397,0.04121637,0.0005547507,0.0003552152,0.8122344,0.01556576,0.1225111],"study_design_scores_gemma":[0.00002676661,0.00008308093,0.04077401,0.0006491652,0.00002000296,0.0006635831,0.04680397,0.001592529,0.0006634072,0.1237579,0.7848831,0.00008244178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3131374,0.01764999,0.01503321,0.1531954,0.000523487,0.0001536591,0.0001924358,0.0001533386,0.4999612],"genre_scores_gemma":[0.9621617,0.004357213,0.00417364,0.004252138,0.00008437447,0.00002453122,0.00004286137,0.00002085851,0.02488259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9162753,"threshold_uncertainty_score":0.549257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09713719114710222,"score_gpt":0.4104399470507432,"score_spread":0.313302755903641,"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."}}