{"id":"W2754533126","doi":"10.1159/000477994","title":"The Epigenesis of Obesity","year":2017,"lang":"en","type":"article","venue":"Human Development","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Institute of Population and Public Health; World Health Organization","keywords":"Reductionism; Epigenesis; Public health; Sociocultural evolution; Framing (construction); Epistemology; Variety (cybernetics); Sociology; Population; Psychology; Developmental psychology; Cognitive science; Biology; Medicine; Genetics; Geography; Anthropology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005612422,0.0001146374,0.0002311635,0.00004075874,0.001806468,0.00003566161,0.0002709103,0.00005860365,0.0001103567],"category_scores_gemma":[0.00006294311,0.00007699945,0.0000460536,0.00002720862,0.0001531546,0.00003866099,0.0001235619,0.0001059761,0.00008463013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060401,"about_ca_system_score_gemma":0.0005324022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004849493,"about_ca_topic_score_gemma":0.0002853685,"domain_scores_codex":[0.998872,0.00001768089,0.000360786,0.000178187,0.0002979711,0.000273368],"domain_scores_gemma":[0.9989049,0.00002298982,0.0002368424,0.0005859398,0.0001213048,0.0001279964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007518678,0.0002614356,0.8564043,0.0003262309,0.0001785346,0.00002383465,0.002957472,7.906702e-8,0.001370962,0.08369794,0.008662366,0.04604162],"study_design_scores_gemma":[0.0006542196,0.00004456958,0.958539,0.00008449161,0.00001231416,0.000005043819,0.00006869777,7.015149e-7,0.01405098,0.002432255,0.02401587,0.00009185309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562914,0.0001649415,0.00003172166,0.0008407251,0.000148588,0.0002795192,4.926856e-7,0.00002818531,0.0422144],"genre_scores_gemma":[0.9922063,0.002807802,0.002198594,0.0002175623,0.00007023942,0.00002267585,0.000005648114,0.00001351796,0.002457635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021347,"threshold_uncertainty_score":0.9994931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06387603091204239,"score_gpt":0.3347872452811169,"score_spread":0.2709112143690745,"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."}}