{"id":"W2620765319","doi":"10.60082/0829-3929.1257","title":"Small Claims Court: A Vehicle for Social Change and the Case for Equitable Relief","year":2017,"lang":"en","type":"article","venue":"Journal of Law and Social Policy","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mandate; Appeal; Grassroots; Legislature; Political science; Law; Scope (computer science); Debt; Public administration; Business; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001530241,0.0001058235,0.0003407232,0.00001882278,0.0115035,0.000430159,0.0002095277,0.0001367868,0.000002503409],"category_scores_gemma":[0.0004215686,0.00006821882,0.0001982998,0.00002691756,0.001472192,0.0003383248,0.00009907622,0.0001454153,3.655955e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040999,"about_ca_system_score_gemma":0.00008952081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03691967,"about_ca_topic_score_gemma":0.01520705,"domain_scores_codex":[0.9990016,0.0001095735,0.0002397562,0.00009583152,0.0001596645,0.0003935298],"domain_scores_gemma":[0.9987923,0.00029441,0.0004672687,0.00004881806,0.0003083341,0.00008887955],"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":[0.0002412422,0.00003044087,0.00006015435,0.00004438671,0.00009945717,0.0000125819,0.1879201,2.926744e-8,0.00002084372,0.7975921,0.003306321,0.01067234],"study_design_scores_gemma":[0.01315887,0.0004064678,0.005415947,0.00005075289,0.0004620242,0.000075258,0.06702291,0.00005366507,0.00002456146,0.1564532,0.7564049,0.0004713554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6458845,0.0008608614,0.00004370423,0.342853,0.0004831822,0.001207088,0.00009645356,0.00001706103,0.008554081],"genre_scores_gemma":[0.987071,0.0002825092,0.0001514826,0.001841356,0.0100124,0.00004302055,4.45742e-7,0.00001012585,0.0005876237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7530986,"threshold_uncertainty_score":0.9897834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706944303902091,"score_gpt":0.4006060275001588,"score_spread":0.2299115971099497,"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."}}