{"id":"W2132674335","doi":"10.1111/obr.12079","title":"Monitoring foods and beverages provided and sold in public sector settings","year":2013,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; Impact; University of Waterloo; University of Toronto","funders":"National Health and Medical Research Council; World Cancer Research Fund; Medical Research Council; Perelman School of Medicine, University of Pennsylvania; World Cancer Research Fund International; University of Pennsylvania; Queensland University of Technology; Deakin University; University of Oxford; University of Toronto; World Health Organization","keywords":"Business; Jurisdiction; Quality (philosophy); Food standards; Component (thermodynamics); Public sector; Environmental health; Food safety; Marketing; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000926786,0.0007719642,0.004574694,0.0002470015,0.0001053448,0.000177825,0.0002269052,0.0004199316,0.00004944061],"category_scores_gemma":[0.0006131317,0.0005706013,0.0004202875,0.0004813663,0.0001228052,0.000415171,0.0004751028,0.001136264,0.0001401262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149334,"about_ca_system_score_gemma":0.0001452694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006831502,"about_ca_topic_score_gemma":0.00002175767,"domain_scores_codex":[0.9966643,0.0005334336,0.0009542492,0.0009507403,0.0003187862,0.0005785235],"domain_scores_gemma":[0.9979717,0.0002775158,0.0005726344,0.000684434,0.00007435447,0.0004193901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001426028,0.0009547385,0.01402849,0.1130923,0.00008018732,0.00001837257,0.00004467235,9.56387e-10,0.000006105367,0.00007160407,0.0007036718,0.8709984],"study_design_scores_gemma":[0.0003389465,0.0001813304,0.01093465,0.04147204,0.0007288186,0.00007632609,0.000005956958,0.000001776383,0.000008985466,0.0001222274,0.9456112,0.0005177226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009744218,0.984785,9.911502e-7,0.0001964265,0.0001623132,0.004508156,0.00001031181,0.00007197697,0.0005206705],"genre_scores_gemma":[0.00177913,0.9956476,0.0005940537,0.00007510612,0.0006435852,0.0004692875,0.00002674561,0.00008545139,0.0006790183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9449075,"threshold_uncertainty_score":0.9996746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09320042584344347,"score_gpt":0.3410471034170647,"score_spread":0.2478466775736213,"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."}}