{"id":"W1545767087","doi":"10.2139/ssrn.1640533","title":"Comparing and Understanding Legal Aid Priorities","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721748,0.0000523333,0.00007080132,0.00008777867,0.001126042,0.0004380645,0.00009580368,0.00003555971,0.00003467541],"category_scores_gemma":[0.0001929389,0.00005234834,0.00002188589,0.0002182507,0.00007438567,0.001002005,0.000005466241,0.001349015,0.000006055323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068672,"about_ca_system_score_gemma":0.003992518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000779001,"about_ca_topic_score_gemma":0.005803464,"domain_scores_codex":[0.9986804,0.00009124925,0.0001318408,0.00007353391,0.0001910601,0.0008319077],"domain_scores_gemma":[0.9996882,0.00006761964,0.00008468648,0.0000409327,0.00005535129,0.00006322555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006782418,0.00001318051,0.001657901,4.459869e-7,0.00001089642,4.356305e-7,0.003081428,0.000001328632,0.00001577101,0.9923411,0.0002246908,0.002646039],"study_design_scores_gemma":[0.0002603284,0.00007734643,0.001340822,0.00001002291,0.00001385583,0.00008799021,0.08886687,0.00001626591,0.000004193895,0.7868941,0.1223224,0.0001058457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3853927,0.002578591,0.01578095,0.2221903,0.0009035905,0.0001776372,4.713273e-7,0.0001117854,0.372864],"genre_scores_gemma":[0.9940807,0.001620714,0.000100449,0.0004535768,0.0004131491,4.27024e-7,4.099358e-7,0.000003254802,0.00332732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.608688,"threshold_uncertainty_score":0.8660715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06590970118146412,"score_gpt":0.3586344765920743,"score_spread":0.2927247754106102,"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."}}