{"id":"W4307302896","doi":"10.22215/ff/v2.i1.03","title":"Journalists’ Social Identity: The Case of Two Calgary Newspapers","year":2022,"lang":"en","type":"article","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Allegiance; Media studies; Identity (music); Political science; Advertising; Sociology; Politics; Law; Business; Art","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":[0.005499553,0.0005236025,0.0007013538,0.003126414,0.07437842,0.02041134,0.003228024,0.007977705,0.009462636],"category_scores_gemma":[0.01230588,0.0008260203,0.0005561029,0.003056793,0.01905946,0.005512716,0.009971225,0.008618806,0.001142083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02367666,"about_ca_system_score_gemma":0.01025281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3099683,"about_ca_topic_score_gemma":0.3827179,"domain_scores_codex":[0.9909822,0.004047308,0.0001377494,0.0006374004,0.001223515,0.00297179],"domain_scores_gemma":[0.9855414,0.006212667,0.001459093,0.0005705869,0.001429616,0.004786699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001288099,0.0002604899,0.01088793,0.00004670238,0.00002398815,0.02870388,0.9221297,0.00006891318,0.0006170081,0.02328175,0.007207388,0.006643494],"study_design_scores_gemma":[0.00003752632,0.00003427953,0.009150418,0.0000697572,0.00001898043,0.001510795,0.9496765,0.0001700672,0.0002234149,0.001632547,0.03744781,0.00002788552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8687044,0.0005337656,0.0002937222,0.01955702,0.0002770167,0.00007540188,0.00003733507,0.00001476808,0.1105066],"genre_scores_gemma":[0.9790933,0.0003876967,0.0003503456,0.003267043,0.0001237556,0.00003551963,0.00003772005,0.00002402425,0.01668064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900318,"threshold_uncertainty_score":0.6163281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05247924301372996,"score_gpt":0.3728489254205789,"score_spread":0.3203696824068489,"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."}}