{"id":"W7162030866","doi":"10.82308/54959","title":"Social service accessibility in Montreal’s English-Speaking disability community: a needs-based assessment","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Charter; Citizenship; Service provider; Service (business); Social Welfare; Inclusion (mineral); Identity (music); Medical model of disability","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":[0.001785169,0.0003132199,0.0002252168,0.002719462,0.006083724,0.002170438,0.001172877,0.0004691538,0.003386718],"category_scores_gemma":[0.004105478,0.0002825713,0.0003379603,0.002235025,0.001783095,0.001321542,0.002765626,0.0007134326,0.0001623257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04328538,"about_ca_system_score_gemma":0.03533215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9523665,"about_ca_topic_score_gemma":0.9823005,"domain_scores_codex":[0.9985425,0.0002620372,0.00005438474,0.00006443731,0.0005400669,0.0005365283],"domain_scores_gemma":[0.9966074,0.0002987691,0.0003035768,0.00004729536,0.00195658,0.0007863272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174927,0.0006157184,0.6269921,0.0003048026,0.00005289226,0.001791835,0.2893762,0.0008021541,0.001875157,0.005770316,0.0092498,0.06305143],"study_design_scores_gemma":[0.000009790548,0.0001923607,0.7107804,0.0001241549,0.00001570475,0.0001765065,0.270227,0.0007653431,0.0002889291,0.0002169932,0.01715395,0.00004886971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868701,0.0001386891,0.0001521889,0.001136832,0.000006488598,0.0002409923,0.0003529881,0.000008310123,0.01109352],"genre_scores_gemma":[0.9967759,0.0001819099,0.0002987413,0.00007578717,0.000002392343,0.0001172177,0.0001693887,0.000002368235,0.002376271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04763347,"threshold_uncertainty_score":0.3140588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0987191767774523,"score_gpt":0.5057452118118356,"score_spread":0.4070260350343833,"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."}}