{"id":"W4309658111","doi":"10.3148/cjdpr-2022-045","title":"Research Showcase Abstracts","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Coronavirus disease 2019 (COVID-19); Medicine; Medical education; 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":["insufficient_payload"],"category_scores_codex":[0.01113742,0.001910827,0.001185181,0.004302561,0.004822675,0.01228416,0.002666247,0.004218225,0.4913507],"category_scores_gemma":[0.04318797,0.0007344822,0.002356932,0.004206526,0.001199261,0.004616839,0.006267431,0.005366686,0.2868722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005235212,"about_ca_system_score_gemma":0.008992145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838206,"about_ca_topic_score_gemma":0.00672022,"domain_scores_codex":[0.9881027,0.00256665,0.001011949,0.0009036111,0.006316277,0.001098741],"domain_scores_gemma":[0.9445664,0.00772517,0.002981147,0.003628506,0.0300058,0.01109296],"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":[0.00005481963,0.00001997518,0.00003234997,0.0003378515,0.000003660539,0.00008690504,0.0001156395,0.00002246768,0.0002888886,0.0005777021,0.9804191,0.01804064],"study_design_scores_gemma":[0.00001091281,0.00002730439,0.0001083903,0.0001769641,0.000003304142,0.00006180115,0.0001644875,0.00001725068,0.0001409714,0.0003194563,0.9989611,0.000008173876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002183099,0.01515069,0.007028971,0.07755192,0.3531118,0.004676795,0.0146574,0.004264889,0.5213744],"genre_scores_gemma":[0.01094539,0.01278559,0.005732626,0.01927711,0.07348048,0.004088834,0.01162278,0.002545376,0.8595218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5086493,"threshold_uncertainty_score":0.7255265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4204624065396912,"score_gpt":0.524229406661955,"score_spread":0.1037670001222639,"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."}}