{"id":"W4396977578","doi":"10.33137/ic.v38i1.43414","title":"Hayward, Mark. Identity and Industry: Making Media Multicultural in Canada.","year":2024,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Camosun College","funders":"","keywords":"Multiculturalism; Identity (music); Media studies; Sociology; Political science; Art; Art history; Visual arts; Gender studies; Aesthetics; Law","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":[0.001605843,0.0006756429,0.0005387774,0.003714452,0.0165125,0.008017339,0.001836835,0.003084111,0.0115807],"category_scores_gemma":[0.005232476,0.0004710258,0.0002981852,0.006346859,0.004849893,0.004933936,0.001504005,0.003390328,0.001937916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558488,"about_ca_system_score_gemma":0.03698537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9250595,"about_ca_topic_score_gemma":0.9671006,"domain_scores_codex":[0.9989951,0.0001377953,0.00004721438,0.0000723082,0.0005612018,0.0001865116],"domain_scores_gemma":[0.9928745,0.00158519,0.0002246947,0.00008728424,0.004562812,0.0006655511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009049794,0.00008766568,0.01002112,0.000806088,0.00002518152,0.0005320323,0.0333024,0.0002985243,0.0005190299,0.06426753,0.6561608,0.2338892],"study_design_scores_gemma":[0.00002336714,0.00002581381,0.03599987,0.001834203,0.00010664,0.0001953669,0.06061937,0.0002166002,0.0008337891,0.01350402,0.8865789,0.00006206227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02334249,0.3941672,0.003539493,0.3218277,0.004666705,0.0002014111,0.002374764,0.0002524898,0.2496278],"genre_scores_gemma":[0.3706972,0.3888707,0.005176639,0.01788989,0.001385312,0.0001764858,0.0005977686,0.0002558022,0.2149502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0749405,"threshold_uncertainty_score":0.1507636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108149053700613,"score_gpt":0.290849008933423,"score_spread":0.2497675183964168,"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."}}