{"id":"W4252013847","doi":"10.3138/9781487518264","title":"Fighting Fat","year":2018,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004943337,0.0002585057,0.0005861321,0.00003012771,0.001272952,0.000005718824,0.0006179402,0.0009874941,0.008143811],"category_scores_gemma":[0.00006011619,0.0003022811,0.0001556386,0.00000124509,0.0002371858,0.0002460656,0.0005619379,0.0008952876,0.0005217367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008734859,"about_ca_system_score_gemma":0.000868379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1322525,"about_ca_topic_score_gemma":0.1436888,"domain_scores_codex":[0.9978983,0.0004926967,0.0003753263,0.0003992397,0.0003381621,0.0004962166],"domain_scores_gemma":[0.9968928,0.0007830108,0.001150916,0.0005741813,0.0003932667,0.0002058826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002446968,0.00002838346,0.00003508496,0.002969097,0.0001493712,0.00002394976,0.02522126,1.900604e-7,0.000008506984,0.01799782,0.9508984,0.002423202],"study_design_scores_gemma":[0.0006018468,0.0001143588,0.00008711691,0.001581875,0.0001823458,4.384125e-7,0.000570878,0.00001072173,0.000006388657,0.0003408411,0.9962549,0.0002482646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004257521,0.001753358,0.00006144703,0.00004353079,0.0008303286,0.0007947108,0.0001365312,0.0001266784,0.9962108],"genre_scores_gemma":[0.0000361973,0.0008897733,0.0008715523,0.0001872332,0.000976416,8.370159e-7,0.00004191563,0.00003443893,0.9969617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04535649,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07067382923840818,"score_gpt":0.3587004662635049,"score_spread":0.2880266370250967,"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."}}