{"id":"W4295599396","doi":"10.29173/cjnser492","title":"Toronto’s Francophone Voluntary Sector Under Pressure: The Challenges of Immigrant Integration in a Linguistic Minority Context","year":2022,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"French; Immigration; Context (archaeology); Government (linguistics); Political science; Mindset; Voluntary sector; Sociology; Public relations; Humanities; Geography; Law; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002048719,0.000254838,0.00026177,0.0007353146,0.03240625,0.00799677,0.001238755,0.001425181,0.004526251],"category_scores_gemma":[0.002722296,0.0002107482,0.0001946251,0.001525708,0.01148885,0.001784753,0.005567641,0.00183946,0.0001900959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07219477,"about_ca_system_score_gemma":0.09676367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9724947,"about_ca_topic_score_gemma":0.9904079,"domain_scores_codex":[0.9972408,0.0007045535,0.00003834042,0.0001247116,0.0003026686,0.001588934],"domain_scores_gemma":[0.9962554,0.0005451586,0.0003243165,0.00009874432,0.0006002974,0.002175958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001129872,0.00007722211,0.06968492,0.0002202756,0.00002900633,0.003840275,0.7998968,0.00031721,0.001422953,0.06664642,0.02331989,0.03443205],"study_design_scores_gemma":[0.000006407565,0.00002464702,0.05059938,0.0001983402,0.00001394372,0.0002061136,0.8892382,0.0001305818,0.0001239631,0.001109854,0.05832404,0.00002464248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319152,0.002013035,0.0002094662,0.02502043,0.0001250549,0.00003144806,0.00008756843,0.00001137351,0.0405865],"genre_scores_gemma":[0.9944494,0.0006002949,0.00009518956,0.0008447117,0.00001634347,0.000009083758,0.00002231417,0.000005231398,0.003957443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07219477,"threshold_uncertainty_score":0.5238122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05620886180759559,"score_gpt":0.2987534562538101,"score_spread":0.2425445944462145,"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."}}