{"id":"W4285169181","doi":"10.37590/able.v42.abs62","title":"Teach it to Children: Placemat Posters","year":2022,"lang":"en","type":"article","venue":"Advances in Biology Laboratory Education","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Mathematics education","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":[0.001535129,0.001701478,0.000644856,0.0008500302,0.002433442,0.002644729,0.001691244,0.002560231,0.2783231],"category_scores_gemma":[0.003669431,0.0006335274,0.00102015,0.0005945963,0.0009779773,0.002887495,0.00440712,0.003625752,0.06077257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006940508,"about_ca_system_score_gemma":0.0007978939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006346049,"about_ca_topic_score_gemma":0.002272159,"domain_scores_codex":[0.9993166,0.0001699744,0.00003497595,0.0001244861,0.0001655008,0.0001885387],"domain_scores_gemma":[0.9968084,0.0004647465,0.0001305092,0.0002167922,0.0002019194,0.002177736],"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":[0.0006566113,0.003689728,0.003454746,0.001099628,0.00003065488,0.003081392,0.01042969,0.0005166862,0.008122103,0.01510426,0.6883109,0.2655035],"study_design_scores_gemma":[0.0001205056,0.0009545862,0.002888159,0.0003123868,0.00002138426,0.001299836,0.004589892,0.0003708708,0.002353188,0.004014495,0.9830185,0.00005614043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09385008,0.004107801,0.04446815,0.02695341,0.01939219,0.002774176,0.005232049,0.01542797,0.7877942],"genre_scores_gemma":[0.2988448,0.003754269,0.1159813,0.005650769,0.003652219,0.002399859,0.003861034,0.002698357,0.5631574],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2783231,"threshold_uncertainty_score":0.9310834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556166356706467,"score_gpt":0.41569685542843,"score_spread":0.4001351918613653,"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."}}