{"id":"W2345987362","doi":"","title":"Addressing Access to Justice Through New Legal Service Providers: Opportunities and Challenges","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Economic Justice; Service provider; Business; Legal service; Service (business); Internet privacy; Public relations; Law and economics; Political science; Law; Sociology; Marketing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005299679,0.0001284863,0.0001350699,0.00005710214,0.0008484783,0.001243623,0.0003700914,0.00009762221,0.001077407],"category_scores_gemma":[0.001216479,0.0001045863,0.00002204451,0.0003278829,0.0001413249,0.007161964,0.0001065233,0.0001851097,0.0002115582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008674159,"about_ca_system_score_gemma":0.001376082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03575522,"about_ca_topic_score_gemma":0.04839119,"domain_scores_codex":[0.9986215,0.0001968475,0.0002214648,0.0002898419,0.0003413433,0.0003290458],"domain_scores_gemma":[0.9984923,0.0004526872,0.000125288,0.0002389389,0.0003254819,0.0003653308],"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":[0.00002217846,0.00004167159,0.0000647238,0.00006844384,0.00001855284,0.000004467315,0.01729365,9.279944e-7,0.0001037215,0.9037514,0.04815326,0.03047695],"study_design_scores_gemma":[0.000209778,0.0000194855,0.0004230902,0.0001282626,0.0000337694,0.000002881702,0.02307925,5.273988e-7,0.0001003147,0.004728855,0.9710927,0.0001810629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006313713,0.000933313,0.0002375804,0.7405083,0.0007438135,0.0002787074,0.000008468711,0.0001332135,0.2508429],"genre_scores_gemma":[0.820522,0.006897439,0.005932529,0.1103221,0.004428296,0.0001315338,0.000009061921,0.00006198029,0.05169506],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9229395,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3146598599509469,"score_gpt":0.4181744215202097,"score_spread":0.1035145615692628,"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."}}