{"id":"W2907972515","doi":"10.29173/cjs29415","title":"Big Oil U: Canadian Media Coverage of Corporate Obstructionism and Institutional Corruption at the University of Calgary","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Corporation; Mandate; Legitimacy; Public broadcasting; Frame analysis; Language change; Political science; Public relations; Corporate governance; Sociology; Corporate social responsibility; Content analysis; Public administration; Social science; Management; Law; Economics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.000895672,0.00003694453,0.00008736984,0.00006826487,0.001599914,0.000008369529,0.0001614951,0.00007485868,0.0007024147],"category_scores_gemma":[0.0001359988,0.00002754326,0.00003015322,0.0000863082,0.003514132,0.00006402572,0.00000910754,0.000157324,0.000007649215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624645,"about_ca_system_score_gemma":0.004264296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7119089,"about_ca_topic_score_gemma":0.9827785,"domain_scores_codex":[0.9992792,0.0003145446,0.0001264423,0.00004531605,0.00009857266,0.0001358979],"domain_scores_gemma":[0.9990221,0.0001436661,0.000290118,0.00006252791,0.0002496051,0.0002320246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008845631,0.0000203838,0.1364431,0.00001692059,0.0002587794,0.00005004857,0.3136708,0.0001601759,0.0002447354,0.4602754,0.01538439,0.07338682],"study_design_scores_gemma":[0.000310833,0.00007144408,0.518744,0.0000162777,0.00005615922,0.00004607271,0.01495782,0.000008027869,0.00001236578,0.009971192,0.455735,0.00007077763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798817,0.0002988187,0.00003459914,0.009003043,0.001425284,0.00002947489,0.00002241674,9.131209e-7,0.009303776],"genre_scores_gemma":[0.9984057,0.0003266788,0.00003868248,0.0002574591,0.0002429985,1.105368e-7,0.000003017783,0.000001847989,0.0007234897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4503042,"threshold_uncertainty_score":0.9996999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06653525915280795,"score_gpt":0.2656284789936349,"score_spread":0.199093219840827,"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."}}