{"id":"W2281213616","doi":"10.17159/obiter.v26i2.14750","title":"COMMUNITY LEGAL WORKERS IN ONTARIO: A PARALEGAL CASE STUDY","year":2022,"lang":"en","type":"article","venue":"Obiter","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Outreach; Legislation; Corporate governance; Context (archaeology); Political science; Community organization; Public administration; Community standards; Economic Justice; Community development; Public relations; Law; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522477,0.0004334309,0.0004100095,0.001582603,0.03906141,0.003010879,0.002184732,0.003327769,0.005733475],"category_scores_gemma":[0.003850076,0.0004401949,0.0002655448,0.004066699,0.007738734,0.001143342,0.003449094,0.002143889,0.0004621494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07004943,"about_ca_system_score_gemma":0.06586289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9413482,"about_ca_topic_score_gemma":0.988644,"domain_scores_codex":[0.9967992,0.0007821783,0.00006375815,0.000178657,0.0007698007,0.001406339],"domain_scores_gemma":[0.9965073,0.0008521716,0.0004116,0.0001152772,0.0006063217,0.00150727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001009632,0.000316818,0.0490039,0.0003143722,0.00001570559,0.06405056,0.797792,0.0005237276,0.001083266,0.04251878,0.02239018,0.02188977],"study_design_scores_gemma":[0.00003571185,0.0001434841,0.0414575,0.0003363861,0.00002402966,0.006491996,0.7789289,0.0007802582,0.0002351192,0.0020698,0.1694473,0.00004951423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941135,0.00153891,0.0007388954,0.0114725,0.0001125924,0.0003709913,0.0002687316,0.00002564763,0.09135816],"genre_scores_gemma":[0.9705735,0.001895835,0.0006245733,0.001410391,0.00004715549,0.000131038,0.00009055655,0.00002012568,0.02520675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07004943,"threshold_uncertainty_score":0.5082465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008647453123246,"score_gpt":0.400237994083749,"score_spread":0.2993732487714243,"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."}}