{"id":"W2985829389","doi":"10.18192/riss-ijhs.v9i1.4139","title":"An Exploration of the Methodological Flaws for Assessing Fibre Intakes Among Canadians","year":2019,"lang":"en","type":"article","venue":"Revue interdisciplinaire des sciences de la santé - Interdisciplinary Journal of Health Sciences","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intervention (counseling); Environmental health; Dietary fibre; Warrant; Population; Medicine; Gerontology; Business; Nursing; Food science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01174527,0.0002893106,0.001010947,0.0004376505,0.001772151,0.0002633125,0.001409726,0.0001489717,0.00003943676],"category_scores_gemma":[0.000512988,0.0001756133,0.0005239975,0.001157551,0.005732043,0.003316615,0.0005991198,0.0005677176,0.000001995561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882328,"about_ca_system_score_gemma":0.001516982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001359276,"about_ca_topic_score_gemma":0.0007443653,"domain_scores_codex":[0.995096,0.001557314,0.001299862,0.0005625169,0.0007686942,0.0007155729],"domain_scores_gemma":[0.9954348,0.001830886,0.001613628,0.0003829827,0.0003629604,0.0003747253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003850902,0.004024228,0.8540121,0.002499275,0.0001403778,0.00005730501,0.0583385,0.00982176,0.008666289,0.005691285,0.0008349414,0.0555288],"study_design_scores_gemma":[0.0006431989,0.009001874,0.794534,0.00453115,0.0000874789,0.0008186358,0.04689295,0.01700501,0.001938046,0.1242247,0.00002356889,0.0002994113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833079,0.0003235483,0.008339681,0.004493228,0.0008506926,0.0006543132,0.00001195596,0.00002173074,0.001996972],"genre_scores_gemma":[0.9821417,0.00002529327,0.01729316,0.0001473974,0.0003168351,0.00001329931,0.000001530955,0.00001806269,0.00004267951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185334,"threshold_uncertainty_score":0.9995274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446953595843434,"score_gpt":0.4820953714962236,"score_spread":0.3374000119118802,"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."}}