{"id":"W1554068517","doi":"10.1023/a:1022687404380","title":"Practice Makes Perfect: The Critical Role of Mixed Practice in the Acquisition of ECG Interpretation Skills","year":2003,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":169,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Medical Research Council; Canadian Celiac Association","keywords":"Contrastive analysis; Computer science; Session (web analytics); Mathematics education; Artificial intelligence; Natural language processing; Psychology; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03050695,0.00008190171,0.0001522445,0.0002002164,0.0004995828,0.00004811314,0.0004179353,0.00004652961,0.00001696206],"category_scores_gemma":[0.04994676,0.00005662298,0.00002434239,0.002110982,0.001118557,0.002164208,0.00001361922,0.0002686523,0.000001631951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960591,"about_ca_system_score_gemma":0.001579032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003036032,"about_ca_topic_score_gemma":0.001107073,"domain_scores_codex":[0.9897053,0.008466749,0.0006042272,0.0002431115,0.0006862396,0.0002943872],"domain_scores_gemma":[0.9843299,0.01432773,0.0006655242,0.0001945885,0.0004515902,0.00003065215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002655029,0.0006072892,0.0115057,0.00006675888,0.000001503486,1.214299e-7,0.1558101,0.0003770301,0.0001006691,0.7266368,0.00003786496,0.1048296],"study_design_scores_gemma":[0.000179109,0.0004572431,0.02782996,0.0004470469,0.00001415635,0.00001408798,0.7430875,0.0004446071,0.0008409974,0.1626388,0.06386819,0.0001783167],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5006413,0.03790396,0.02954272,0.1442052,0.006626266,0.003826356,0.000007791742,0.00005310017,0.2771933],"genre_scores_gemma":[0.9398123,0.001005188,0.05736091,0.00168693,0.00005712385,0.00006227523,0.000001193717,0.000003429365,0.00001064864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5872773,"threshold_uncertainty_score":0.9982971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824175686733455,"score_gpt":0.4909334438343014,"score_spread":0.4726916869669669,"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."}}