{"id":"W7043704403","doi":"","title":"Tracking\\tthe Trends of\\t the Self-Represented Litigant Phenomenon: Data from the National Self-Represented Litigants Project, 2017","year":2018,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Focus group; Order (exchange); Mediation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005615234,0.000212997,0.0003624531,0.004629417,0.004401695,0.003945319,0.001589675,0.0006461965,0.00274087],"category_scores_gemma":[0.011562,0.0005489814,0.0003381314,0.007742019,0.001984005,0.002165437,0.004993646,0.002262498,0.001092219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01375026,"about_ca_system_score_gemma":0.02924646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8316517,"about_ca_topic_score_gemma":0.9195291,"domain_scores_codex":[0.9957098,0.000558872,0.0003215456,0.0003760626,0.001961063,0.001072698],"domain_scores_gemma":[0.9858769,0.001046187,0.001771725,0.0005066174,0.00818274,0.002615788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000857384,0.0001285486,0.7140788,0.0003485301,0.00004029357,0.0005281172,0.1859755,0.00005763284,0.0004244534,0.001427677,0.05804946,0.03885534],"study_design_scores_gemma":[0.000004892215,0.00003000634,0.7871825,0.000315957,0.000009250746,0.0001352886,0.1756616,0.00007795361,0.0002536455,0.00008498719,0.03621647,0.00002737544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594401,0.001069881,0.0004209892,0.003602751,0.00005548291,0.0003438742,0.02550502,0.00003714712,0.009524898],"genre_scores_gemma":[0.947122,0.002914571,0.001202962,0.001591592,0.00005371701,0.001107287,0.03331407,0.0001115352,0.01258224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683483,"threshold_uncertainty_score":0.3386794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554520326838567,"score_gpt":0.3792483073695105,"score_spread":0.2237962746856539,"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."}}