{"id":"W4234637570","doi":"10.24908/iqurcp.8883","title":"From Fresh and Filling to Fatty and Fake: Exploring the Environmental Causes of Contemporary Obesity.","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Overweight; Environmental health; Intervention (counseling); Consumption (sociology); Medicine; Gerontology; Endocrinology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005636325,0.0001683953,0.0003116492,0.0001389204,0.0003989425,0.0001033603,0.0001440935,0.00005680906,0.00002689378],"category_scores_gemma":[0.0002753994,0.0001222163,0.00003432766,0.0002061636,0.001489096,0.0002502157,0.000476268,0.0003164885,0.00001416273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007545356,"about_ca_system_score_gemma":0.00007997188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290818,"about_ca_topic_score_gemma":0.00002643511,"domain_scores_codex":[0.998211,0.00003528547,0.0002698397,0.0004346016,0.0006804985,0.0003687328],"domain_scores_gemma":[0.9988815,0.0003019452,0.00005991716,0.0001285001,0.0003716703,0.0002564212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001811026,0.0005327164,0.7431934,0.0006430037,0.0005494381,0.00004947524,0.02910083,1.341259e-7,0.1594413,0.02542511,0.0318091,0.007444446],"study_design_scores_gemma":[0.003658879,0.004051685,0.6810082,0.002493352,0.0001101984,0.00005085932,0.09025184,0.0002276561,0.1115679,0.07578216,0.0300779,0.0007193993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804522,0.0005243987,0.000110193,0.01757449,0.00006401518,0.0005519371,0.00004071967,0.00002488868,0.0006571942],"genre_scores_gemma":[0.9959475,0.002559414,0.0005981679,0.0001882064,0.0005124096,0.00009308388,0.00001044142,0.00001837237,0.00007242181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0621852,"threshold_uncertainty_score":0.5486637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833099021224046,"score_gpt":0.3609234393094279,"score_spread":0.1776135371870233,"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."}}