{"id":"W2002435182","doi":"10.1016/j.jneb.2009.08.004","title":"Validity of a Competing Food Choice Construct Regarding Fruit and Vegetable Consumption among Urban College Freshmen","year":2010,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"City University of New York; Yale University","keywords":"Construct (python library); Consumption (sociology); Psychology; Food consumption; Food choice; Construct validity; Agricultural economics; Sociology; Economics; Developmental psychology; Computer science; Medicine; Psychometrics; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004400146,0.0005049711,0.0006538295,0.001618384,0.001535987,0.001836067,0.001131937,0.001498147,0.002124812],"category_scores_gemma":[0.01341108,0.0007444652,0.00141577,0.001177619,0.001824635,0.0009552949,0.001939704,0.001662296,0.0002857598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154567,"about_ca_system_score_gemma":0.001048455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02020125,"about_ca_topic_score_gemma":0.03264041,"domain_scores_codex":[0.9978395,0.0007403109,0.0002337587,0.0003131134,0.0005947434,0.0002785776],"domain_scores_gemma":[0.9862908,0.007349396,0.002591413,0.001177097,0.001478558,0.001112819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002622078,0.0004815529,0.9956598,0.00001416855,0.0001101525,0.00003066752,0.001203577,0.00007790598,0.0003992149,0.000151815,0.00006845274,0.001540508],"study_design_scores_gemma":[0.00002859733,0.0002606988,0.9952071,0.00001177187,0.00004612684,0.00005103838,0.003031996,0.0007054299,0.0002471886,0.0001707261,0.0002278151,0.00001146447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994391,0.00002206007,0.00005269164,0.00003596055,0.000007447537,0.00001089619,0.00003828579,0.000001289165,0.0003921656],"genre_scores_gemma":[0.9994397,0.00001854516,0.0001442474,0.00003095927,0.0000045683,0.00002170054,0.0001190955,0.000002413601,0.0002188832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02020125,"threshold_uncertainty_score":0.04016733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721517140119933,"score_gpt":0.3055423605115794,"score_spread":0.2783271891103801,"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."}}