{"id":"W307671889","doi":"10.20381/ruor-18662","title":"Translating the epidemic of fear-based rhetoric in Canadian press: A case study and framework","year":2006,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhetoric; Political science; Sociology; Media studies; History; Linguistics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138984,0.0001171413,0.0003048697,0.0004500399,0.0009411685,0.00003258758,0.0004224523,0.0001047799,0.000114457],"category_scores_gemma":[0.0001078973,0.0001105284,0.00006441786,0.0001918122,0.0003661757,0.00008483583,0.00003872041,0.0006663032,0.000001838111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141444,"about_ca_system_score_gemma":0.0002968196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7812312,"about_ca_topic_score_gemma":0.9851804,"domain_scores_codex":[0.9984972,0.0004533354,0.0002052222,0.0001929905,0.0003710117,0.0002802629],"domain_scores_gemma":[0.9983004,0.000750561,0.0001503423,0.0003594043,0.0003686017,0.00007070445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005139682,0.000593115,0.07606418,0.0007971284,0.0003478848,0.0006286026,0.7526178,0.00006233485,0.00000588289,0.1451954,0.005760141,0.01787615],"study_design_scores_gemma":[0.0006757547,0.0002531208,0.02155227,0.0002795183,0.00008104707,0.000003573824,0.8847206,0.0006080279,0.000002449147,0.0007612969,0.09083327,0.0002290446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747427,0.001362241,0.00000637732,0.0005934252,0.00008674358,0.0007821921,0.00006811949,0.00001134621,0.1223469],"genre_scores_gemma":[0.9907358,0.0001094206,0.0000649563,0.000003869513,0.00003300007,0.00000387972,0.00002992939,0.0000110825,0.009008091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039492,"threshold_uncertainty_score":0.7238802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173206494960645,"score_gpt":0.3412767418939862,"score_spread":0.2239560923979217,"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."}}