{"id":"W2793857848","doi":"10.22230/cjc.2018v43n1a3312","title":"Energy’s Citizens: The Making of a Canadian Petro-Public","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Political science; Politics; Ideology; Framing (construction); Public administration; Sociology; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002017692,0.0000598704,0.0001148553,0.0009295897,0.001581396,0.0001722952,0.001645063,0.00008643283,0.0003120673],"category_scores_gemma":[0.0006143528,0.00005130908,0.00007507484,0.001176321,0.0007617358,0.0003763538,0.00002495818,0.0002148076,0.000006810397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858762,"about_ca_system_score_gemma":0.005209047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.596059,"about_ca_topic_score_gemma":0.9916254,"domain_scores_codex":[0.9984121,0.00068451,0.0003835704,0.00004887786,0.0002136643,0.0002573215],"domain_scores_gemma":[0.9971536,0.0001428078,0.0004374082,0.0007320691,0.001266458,0.0002675903],"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":[0.000003023272,0.00001109699,0.004862431,0.000001353147,0.00005095126,9.764796e-7,0.02223228,0.000006185756,0.00001775866,0.8919765,0.04791623,0.03292121],"study_design_scores_gemma":[0.00008522828,0.00002201557,0.005867221,0.00004520985,0.00001507664,0.000007897091,0.007936909,0.00009486933,0.000008360755,0.007500544,0.978357,0.00005964742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03363478,0.00578093,0.001052006,0.2529738,0.0004073803,0.000160062,0.00001539324,0.00001168372,0.705964],"genre_scores_gemma":[0.9974478,0.0005690425,0.0007215113,0.0007958413,0.0001308131,0.000003045395,0.00000567526,0.0000074947,0.0003187128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9638131,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05660192488719282,"score_gpt":0.3024778269038227,"score_spread":0.2458759020166299,"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."}}