{"id":"W4237020328","doi":"10.32920/ryerson.14642031","title":"Front Page Challenge: A case study examining what the ethnic media promises and what it delivers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Newspaper; Ethnic group; Journalism; Public relations; News media; Political science; China; Face (sociological concept); Immigration; News values; Homeland; Media studies; Sociology; Politics; Social science","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":[0.003481735,0.000628704,0.0004955841,0.001092728,0.0306476,0.007241243,0.002186735,0.006617587,0.0101459],"category_scores_gemma":[0.01199101,0.0003994069,0.0004968568,0.001674038,0.005352136,0.005967588,0.004964216,0.003931411,0.001838064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00568595,"about_ca_system_score_gemma":0.006245363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05404459,"about_ca_topic_score_gemma":0.1301525,"domain_scores_codex":[0.9955267,0.002561857,0.0001152296,0.0003164248,0.0007249627,0.0007547469],"domain_scores_gemma":[0.9929911,0.003360096,0.0004610785,0.0003577226,0.00100028,0.001829721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009423237,0.0005561197,0.009756307,0.0002975817,0.00001444331,0.0351625,0.8870212,0.0001548857,0.00111282,0.01930045,0.02651442,0.02001501],"study_design_scores_gemma":[0.000009056604,0.00009323667,0.002565206,0.0001411911,0.00000946082,0.005464238,0.8595783,0.000309696,0.0005541944,0.001496444,0.129748,0.00003105482],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8017021,0.001182027,0.002696665,0.0259626,0.0007098893,0.0003188435,0.0001854284,0.00007152463,0.167171],"genre_scores_gemma":[0.935321,0.000904296,0.002240102,0.003091582,0.000175266,0.0001429162,0.0001056546,0.0001147083,0.05790456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9459554,"threshold_uncertainty_score":0.1074601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141916542668192,"score_gpt":0.3150661338671232,"score_spread":0.2008744796003041,"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."}}