{"id":"W115905888","doi":"10.15173/mjc.v4i0.234","title":"News as a Big Business: CanWest Global’s Newspaper Ownership","year":2007,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Newspaper; Business; Big business; Advertising; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003790428,0.00009546166,0.0001708447,0.00004847601,0.0008024661,0.0001032953,0.002053956,0.00006877876,0.0001084441],"category_scores_gemma":[0.0008914081,0.00006233318,0.00008206004,0.0005736334,0.0003573046,0.0002434355,0.0002943294,0.0002907242,0.00003917386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968556,"about_ca_system_score_gemma":0.0002205583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005858734,"about_ca_topic_score_gemma":0.03366441,"domain_scores_codex":[0.9980479,0.0006819937,0.0004882493,0.00006217654,0.0004824335,0.0002372826],"domain_scores_gemma":[0.9972904,0.0005460726,0.0006181936,0.0008140326,0.000623895,0.0001073878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003122783,0.0002287849,0.0187273,0.00001120759,0.0001552969,0.000003768178,0.06414126,0.00003756462,0.000244865,0.06128359,0.009877686,0.8449764],"study_design_scores_gemma":[0.0005596852,0.00006095655,0.07251011,0.0001305435,0.00008170016,0.00003138435,0.05387684,0.000006362083,0.00003227936,0.01418503,0.8583755,0.0001496046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2406999,0.01331969,0.001860782,0.2658669,0.0009277354,0.0004423446,0.000001629705,0.00004490198,0.4768361],"genre_scores_gemma":[0.9893196,0.00708838,0.0007996991,0.00144518,0.0004079658,0.000003019288,0.000001588618,0.000007375359,0.0009272413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8484978,"threshold_uncertainty_score":0.9839687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759792214923538,"score_gpt":0.3323393308488757,"score_spread":0.2747414086996403,"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."}}