{"id":"W2105351161","doi":"10.22230/cjc.2006v31n2a1802","title":"Convergence, Corporate Restructuring, and Canadian Online News, 2000-2003","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Restructuring; Convergence (economics); Revenue; Business; Advertising; Public relations; Marketing; Political science; Economics; Accounting; Economic growth","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":[0.0003973249,0.00007440237,0.0001330373,0.0002311907,0.001007395,0.00009506764,0.0003515377,0.00007637821,0.0001457677],"category_scores_gemma":[0.0001916234,0.00008042082,0.00002765831,0.0003546974,0.0004866637,0.0002238706,0.00001143037,0.0002271269,0.000004497451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233821,"about_ca_system_score_gemma":0.004868973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9720255,"about_ca_topic_score_gemma":0.9996442,"domain_scores_codex":[0.9990908,0.0001895748,0.0002599441,0.0000647352,0.000128661,0.0002662932],"domain_scores_gemma":[0.998479,0.00003566639,0.0002707367,0.0001911446,0.0004726121,0.0005508331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000175435,0.00003315005,0.3713429,0.00001395391,0.00009896779,0.0001221658,0.03545348,0.00007193436,0.00001846824,0.4420586,0.1328139,0.0179549],"study_design_scores_gemma":[0.0002076008,0.00002135081,0.1569934,0.00005363043,0.00002421619,0.00002133626,0.01052523,0.00001166751,0.000007884204,0.01928692,0.812703,0.0001438384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958491,0.01191176,0.000007788601,0.0156887,0.0004952457,0.0001503832,0.00007191215,0.000009334944,0.07581578],"genre_scores_gemma":[0.9969202,0.001415133,0.0003778261,0.000288879,0.0001557475,7.340806e-7,0.00001616601,0.000006230385,0.0008190519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.679889,"threshold_uncertainty_score":0.8637348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502976969147683,"score_gpt":0.2575886431853645,"score_spread":0.2325588734938876,"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."}}