{"id":"W1901393020","doi":"10.1111/soc4.12153","title":"The “Obesity Epidemic”: Evolving Science, Unchanging Etiology","year":2014,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Discipline; Obesity; Normative; Public health; Framing (construction); Scientific evidence; Sociology; Scientific consensus; Social science; Political science; Biology; Medicine; Epistemology; Law; History; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01449508,0.0004602359,0.0006435614,0.006035235,0.003426797,0.01104294,0.001272536,0.00487608,0.004389228],"category_scores_gemma":[0.02126814,0.0003557943,0.0004395055,0.00422952,0.02360878,0.01303391,0.006492814,0.00754946,0.0005071754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006187757,"about_ca_system_score_gemma":0.007353121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846601,"about_ca_topic_score_gemma":0.004765151,"domain_scores_codex":[0.9926523,0.0038828,0.0003825207,0.0007976602,0.001720743,0.0005640149],"domain_scores_gemma":[0.9645121,0.02654802,0.002846802,0.001548265,0.003319091,0.00122574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008466224,0.0001821492,0.02350792,0.001295369,0.00007593411,0.0008157562,0.02818265,0.0006180542,0.0008570434,0.8000937,0.03574957,0.1085371],"study_design_scores_gemma":[0.00002341728,0.00008219426,0.02012875,0.006318479,0.0000872388,0.0009562471,0.06361253,0.001556875,0.0006202935,0.7393017,0.1671941,0.0001180556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05648792,0.07632631,0.005727908,0.8248507,0.004128654,0.00003256613,0.0001805998,0.00005937959,0.032206],"genre_scores_gemma":[0.8252085,0.1039653,0.004873733,0.04919172,0.0131292,0.00006577798,0.0001365903,0.0000555142,0.003373661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9965732,"threshold_uncertainty_score":0.07665825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07141033441141785,"score_gpt":0.4638663878641843,"score_spread":0.3924560534527665,"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."}}