{"id":"W4386883729","doi":"10.3148/cjdpr-2023-020","title":"Research Showcase Early Bird Abstracts","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Foundation for Dietetic Research","keywords":"Library science; Management; Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.02298653,0.001324354,0.001158215,0.004456428,0.004115685,0.009920172,0.002217167,0.003964358,0.2140783],"category_scores_gemma":[0.06158034,0.0008747106,0.002145756,0.0027198,0.001344658,0.003796195,0.005621446,0.00511677,0.1140845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005353829,"about_ca_system_score_gemma":0.01045003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166015,"about_ca_topic_score_gemma":0.01059068,"domain_scores_codex":[0.9829773,0.004799634,0.001518948,0.001145971,0.008212972,0.001345234],"domain_scores_gemma":[0.8844145,0.01476233,0.005823693,0.005029264,0.07216211,0.01780813],"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":[0.00009598115,0.00001835676,0.00007458606,0.0007158193,0.000007881401,0.0001021718,0.0003422028,0.00002710973,0.000642202,0.0005754856,0.9799154,0.01748283],"study_design_scores_gemma":[0.00001375394,0.00005065617,0.0002654609,0.0004342897,0.000005256898,0.00006088354,0.0003412733,0.00001908612,0.0002170053,0.0002991417,0.9982803,0.00001290745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.005795309,0.02731471,0.01365569,0.1568768,0.4536548,0.01017069,0.01221327,0.004188712,0.3161301],"genre_scores_gemma":[0.03013362,0.02241186,0.01521425,0.04930562,0.1229507,0.01115118,0.009507769,0.003590469,0.7357346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7859217,"threshold_uncertainty_score":0.7161633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3856169054447254,"score_gpt":0.5767908819833489,"score_spread":0.1911739765386235,"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."}}