{"id":"W2599813865","doi":"","title":"COULD COMMUNITY CONTRIBUTION COMPANIES IMPROVE ACCESS TO JUSTICE","year":2016,"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":true,"ca_institutions":"Queen's University","funders":"","keywords":"Corporation; Legal service; Economic Justice; Corporate law; Business; Profit (economics); Corporate structure; Legal profession; Law; Public relations; Accounting; Political science; Corporate governance; Economics; Finance","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005130531,0.00007950537,0.0001023477,0.000102137,0.002134146,0.0004033325,0.0005360381,0.00007011224,0.0001960441],"category_scores_gemma":[0.003515817,0.00005927158,0.00004081,0.0004430037,0.0001099238,0.001522287,0.00004638789,0.002049276,0.0001485762],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161401,"about_ca_system_score_gemma":0.00646289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003992901,"about_ca_topic_score_gemma":0.03545757,"domain_scores_codex":[0.9975406,0.0006325279,0.0002241473,0.00008627171,0.0003012156,0.001215244],"domain_scores_gemma":[0.9982367,0.0005918135,0.0001882247,0.0001497578,0.000694382,0.0001391359],"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":[0.0000448865,0.0001008813,0.0008230157,0.000001787721,0.00004118522,2.102431e-7,0.003162567,0.000001754036,0.0009412372,0.9714625,0.003580619,0.01983936],"study_design_scores_gemma":[0.0007754129,0.0002408707,0.004363325,0.00003143002,0.00009387061,0.0000267162,0.03993526,0.000003113782,0.0002691367,0.3223293,0.6316766,0.0002549599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4089577,0.0002749144,0.05516564,0.5004445,0.002825547,0.0004971084,0.00002077229,0.0001326807,0.03168114],"genre_scores_gemma":[0.9928494,0.0006596925,0.00003490646,0.001995055,0.0006375742,0.000009743453,0.000002223054,0.000007222439,0.003804186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6491332,"threshold_uncertainty_score":0.9991695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04908567714572008,"score_gpt":0.4133352650883119,"score_spread":0.3642495879425918,"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."}}