{"id":"W3109262109","doi":"10.3148/cjdpr-2020-027","title":"CFDR Research Showcase, Early Bird Abstracts","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Executive director; Library science; Executive committee; Coronavirus disease 2019 (COVID-19); Management; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01063125,0.0007279249,0.000704509,0.002388457,0.002549627,0.005612442,0.001665926,0.002167581,0.3761088],"category_scores_gemma":[0.0396305,0.0005490852,0.0009848835,0.001757635,0.0006615764,0.001864656,0.002435488,0.002512938,0.1448976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007989846,"about_ca_system_score_gemma":0.01200492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284496,"about_ca_topic_score_gemma":0.05641482,"domain_scores_codex":[0.9932608,0.001364592,0.0004514539,0.0005046012,0.003775936,0.0006425771],"domain_scores_gemma":[0.959393,0.004416581,0.001788483,0.001691116,0.02252057,0.01019022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003781574,0.000008817828,0.00004709993,0.0001188848,0.000001907209,0.00002367162,0.00003013335,0.000009089272,0.00007526168,0.0001444664,0.99079,0.008712809],"study_design_scores_gemma":[0.00001813938,0.00002956373,0.0005751344,0.0001730943,0.000002197094,0.00002873822,0.00009321768,0.00001473758,0.00008703031,0.0001156052,0.998855,0.000007497987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005125597,0.02156047,0.004536005,0.1477141,0.2598236,0.005540145,0.03294988,0.004124992,0.5186252],"genre_scores_gemma":[0.01800234,0.01295424,0.004678333,0.02337631,0.03503736,0.003534482,0.01305853,0.001897726,0.8874607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3761088,"threshold_uncertainty_score":0.8899051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4536916335801432,"score_gpt":0.5600947706034021,"score_spread":0.1064031370232589,"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."}}