{"id":"W4313654786","doi":"10.1187/cbe.21-12-0331","title":"A CURE on the Evolution of Antibiotic Resistance in <i>Escherichia coli</i> Improves Student Conceptual Understanding","year":2023,"lang":"en","type":"article","venue":"CBE—Life Sciences Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Howard Hughes Medical Institute; National Science Foundation","keywords":"Mathematics education; Quarter (Canadian coin); Cure rate; Medical education; Psychology; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003267142,0.0007434403,0.0006137921,0.0005173419,0.0004940362,0.001164126,0.001196398,0.000867289,0.007277197],"category_scores_gemma":[0.009712365,0.0003889452,0.0003928886,0.0001927607,0.0009189336,0.000947448,0.001923126,0.001303403,0.00100922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007537057,"about_ca_system_score_gemma":0.001515915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000756952,"about_ca_topic_score_gemma":0.001485524,"domain_scores_codex":[0.9983538,0.0006686885,0.00008191349,0.0002890692,0.0003544751,0.0002521523],"domain_scores_gemma":[0.9914098,0.003255794,0.001310417,0.0008909201,0.0006434384,0.002489587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0109241,0.1541205,0.1019554,0.001053739,0.0001668612,0.0004158757,0.008825134,0.01710232,0.3280039,0.005304043,0.007577347,0.3645508],"study_design_scores_gemma":[0.00374095,0.243133,0.3831619,0.0004573847,0.0003950666,0.0006801533,0.005944944,0.05149344,0.2618465,0.008681503,0.0399828,0.0004824057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962559,0.00001110516,0.001789871,0.0001896813,0.000009913959,0.0001222628,0.00003318375,0.000102322,0.001485829],"genre_scores_gemma":[0.9776456,0.00004924346,0.01837335,0.0003057111,0.00001542158,0.0004179914,0.0001747425,0.00003060554,0.002987367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007277197,"threshold_uncertainty_score":0.02434462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0672967905313591,"score_gpt":0.3251608868654975,"score_spread":0.2578640963341384,"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."}}