{"id":"W2799230004","doi":"10.3138/topia.13.185","title":"Media Representations and Medical Discourses","year":2005,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001421214,0.00007678469,0.0001963164,0.0000561162,0.0005752305,0.00008089819,0.000147471,0.00001705617,0.000571236],"category_scores_gemma":[0.0003799722,0.00004729324,0.00005033532,0.00002399612,0.0006118894,0.0002744614,0.00002678273,0.000120936,0.00001146176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004575901,"about_ca_system_score_gemma":0.0001162945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463092,"about_ca_topic_score_gemma":0.2818084,"domain_scores_codex":[0.999338,0.00003442313,0.0002599885,0.00005409772,0.0001837963,0.0001296381],"domain_scores_gemma":[0.9991327,0.0001358053,0.0001057498,0.00007048059,0.0003474077,0.0002078452],"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":[0.000005670943,0.00001377626,0.003092406,0.000009588564,0.0004182087,0.00002359369,0.4040356,0.000003622567,9.54152e-7,0.4129112,0.1497904,0.02969497],"study_design_scores_gemma":[0.0001776692,0.00002239199,0.00325363,0.00004559927,0.00003875622,0.00004082413,0.1357171,0.00000204623,0.000003277601,0.0009189802,0.8597035,0.00007617221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5753714,0.1342952,0.000006426217,0.1603575,0.00185047,0.0001176858,0.00002497364,0.00002348999,0.1279529],"genre_scores_gemma":[0.9876978,0.004635016,0.00009776947,0.0004353692,0.001299038,0.000002726102,0.000001009989,0.000003531525,0.00582768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7099132,"threshold_uncertainty_score":0.7312967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09143795117684084,"score_gpt":0.3315642829374475,"score_spread":0.2401263317606067,"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."}}