{"id":"W3139175991","doi":"10.14288/hfjc.v13i4.334","title":"Jack and Cheryl: Dynamic Team","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Fitness and Lifestyle Research Institute","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009038955,0.002047671,0.001465284,0.002394642,0.01901717,0.01948231,0.002869001,0.005455201,0.2065265],"category_scores_gemma":[0.05069155,0.001563615,0.001088864,0.001191985,0.005516144,0.01285762,0.01860659,0.02333431,0.1801444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004809157,"about_ca_system_score_gemma":0.01880218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253503,"about_ca_topic_score_gemma":0.02943459,"domain_scores_codex":[0.983673,0.002878964,0.0005179633,0.002478316,0.007520007,0.002931855],"domain_scores_gemma":[0.8787378,0.003034005,0.00213789,0.002868577,0.03372391,0.0794978],"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":[0.00001681885,0.00002292091,0.000137574,0.00001401219,0.000003409255,0.00007808668,0.0004510994,0.00002268076,0.00007863086,0.001179664,0.9923592,0.005635826],"study_design_scores_gemma":[0.00001425864,0.00002317939,0.0002446804,0.0000967245,0.000004487808,0.0001799789,0.004319991,0.00006500579,0.00006811587,0.002245585,0.9926893,0.00004853874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002866545,0.003042538,0.0140523,0.6939499,0.1276632,0.0004213948,0.0009402487,0.007139476,0.1499245],"genre_scores_gemma":[0.0122686,0.001175387,0.005781142,0.180086,0.009527593,0.0004989936,0.0004689616,0.003582934,0.7866104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2065265,"threshold_uncertainty_score":0.6909001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006449000439248917,"score_gpt":0.2194879061593959,"score_spread":0.213038905720147,"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."}}