{"id":"W7018306667","doi":"","title":"A cross-sectional analysis of student fruit and vegetable consumption at the University of Ontario Institute of Technology","year":2020,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Sodium Intake and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Food consumption; Health benefits; Food products; Food processing; Food group","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004044504,0.0003744083,0.001487436,0.002020454,0.0007373972,0.00001235308,0.001197874,0.001375534,0.0006656582],"category_scores_gemma":[0.00006421048,0.0004462404,0.0004882683,0.001773377,0.001561721,0.0006440892,0.0004692913,0.001698708,0.00001042857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302244,"about_ca_system_score_gemma":0.001737484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2094105,"about_ca_topic_score_gemma":0.8745349,"domain_scores_codex":[0.9976598,0.00001626613,0.0006932323,0.0007172731,0.0005827514,0.0003306796],"domain_scores_gemma":[0.9965075,0.00000861936,0.00184071,0.0008144334,0.0007377169,0.00009101735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002736087,0.0005755944,0.956543,0.0009674072,0.004180544,0.00005363647,0.01565495,0.0003414714,0.009403069,0.002483458,0.0001179504,0.006942885],"study_design_scores_gemma":[0.001597378,0.0004422204,0.7558748,0.0002339987,0.002521374,0.000009591672,0.0020646,0.00001506258,0.004587087,0.0001728437,0.2322205,0.0002606326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960749,0.0005971242,0.00002423786,0.0002580526,0.0007528587,0.0006014775,0.0001859435,0.00007094855,0.00143452],"genre_scores_gemma":[0.9751999,0.0002889901,0.01964559,0.000017653,0.00001207637,0.000001026106,0.0007757025,0.00002269412,0.00403637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6651244,"threshold_uncertainty_score":0.9999209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617871745758243,"score_gpt":0.2714492475572357,"score_spread":0.2452705300996533,"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."}}