{"id":"W4391885277","doi":"10.32920/25233553.v1","title":"The Attitudinal and Behavioural Correlates of Engagement with Ethnocultural Media at the Local Level: A Case Study of Mississauga and Vancouver","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Toronto Public Health; University of Waterloo","funders":"","keywords":"Turnout; Politics; Ethnic group; Immigration; Political efficacy; Media use; Political science; Social psychology; Psychology; Sociology","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":[0.0009351105,0.0004323923,0.0004773485,0.001402319,0.01090281,0.003376515,0.001368576,0.0006994362,0.002507878],"category_scores_gemma":[0.00286853,0.0004756126,0.0002362874,0.00283716,0.00227815,0.0006037393,0.0024197,0.001153136,0.0003913601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01320907,"about_ca_system_score_gemma":0.01013854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656627,"about_ca_topic_score_gemma":0.9904758,"domain_scores_codex":[0.998686,0.0004289696,0.00003866791,0.0001386084,0.0002114427,0.0004963243],"domain_scores_gemma":[0.9974751,0.0004923843,0.0003069282,0.0001225273,0.0007350722,0.0008679582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001660795,0.0004515464,0.5573013,0.0001342737,0.0000498496,0.003197329,0.4142991,0.0001175322,0.001643658,0.0005449092,0.001719397,0.02037504],"study_design_scores_gemma":[0.000008990022,0.0001095207,0.4093111,0.00006905124,0.00001903244,0.0003398893,0.58566,0.0001239057,0.0002000911,0.00004491271,0.004085996,0.00002766654],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997841,0.00009341275,0.00002989819,0.0001008177,0.000002543504,0.00002575417,0.00006621915,0.000001617783,0.001838712],"genre_scores_gemma":[0.9973364,0.0001931689,0.0001049697,0.00008399959,0.000003182251,0.00002946754,0.0001003348,0.000004451632,0.002143806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03433734,"threshold_uncertainty_score":0.09583896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08860576268898755,"score_gpt":0.3318277243779848,"score_spread":0.2432219616889972,"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."}}