{"id":"W2905585652","doi":"10.1111/soc4.12651","title":"Media, ‘Fat Panic’ and Public Pedagogy: Mapping Contested Terrain","year":2018,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"European Commission","keywords":"Moral panic; Salience (neuroscience); Newspaper; Sociology; Social media; Publics; Media studies; Digital media; Public relations; Criminology; Politics; Political science; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001723101,0.0001695605,0.0004684427,0.0001240823,0.002169135,0.00001169761,0.000225486,0.0005770738,0.002240677],"category_scores_gemma":[0.001351222,0.0001531056,0.00004120565,0.0001067508,0.001101469,0.000239954,0.00023629,0.001227121,0.002171647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101486,"about_ca_system_score_gemma":0.0003956236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005160953,"about_ca_topic_score_gemma":0.004463158,"domain_scores_codex":[0.9957898,0.002337267,0.0005133984,0.000360283,0.0001225624,0.000876649],"domain_scores_gemma":[0.9944315,0.004384181,0.0003733167,0.0002837393,0.0002612302,0.0002660506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008559271,0.0001335718,0.6995255,0.0004261547,0.0001210438,0.0000120934,0.1420543,2.439524e-8,0.0005361086,0.05971149,0.09416921,0.003224965],"study_design_scores_gemma":[0.001807901,0.0002210185,0.4656001,0.0001344014,0.00002809216,0.000007855009,0.0760441,0.0001489903,0.000004602964,0.01148574,0.4442492,0.000268003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165962,0.0008926232,0.000419177,0.06433975,0.001936029,0.0005246071,0.00001772195,0.0002227222,0.01505116],"genre_scores_gemma":[0.983546,0.0001570406,0.0004645578,0.01293954,0.001874812,0.00007495498,0.00003207875,0.0000202112,0.0008908169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.35008,"threshold_uncertainty_score":0.9991299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762807067050694,"score_gpt":0.4831969507987185,"score_spread":0.3069162440936491,"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."}}