{"id":"W2030482510","doi":"10.1207/s15328015tlm1404_10","title":"Expert-Novice Differences in Memory: A Reformulation","year":2002,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Recall; Task (project management); Free recall; Cued recall; Cognitive psychology; Medical diagnosis; Psychology; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001686365,0.0001238895,0.0004094439,0.0002089862,0.00009986934,0.000008169985,0.0000438609,0.0000985924,0.0002129588],"category_scores_gemma":[0.04716527,0.00008615023,0.00002165201,0.0001563052,0.00008814914,0.00004415959,0.00002024853,0.00141993,0.00001176348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004514576,"about_ca_system_score_gemma":0.000009048345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195823,"about_ca_topic_score_gemma":0.00004873198,"domain_scores_codex":[0.9986641,0.0002980377,0.0003419306,0.0002549863,0.000223109,0.0002177836],"domain_scores_gemma":[0.9946516,0.005017777,0.0000699069,0.0001251225,0.00001530942,0.0001202987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007174808,0.0001953612,0.577347,0.00003226379,0.000009493797,0.00009480965,0.0220132,0.00005171942,0.0001792486,0.0001239289,0.0005435532,0.3993377],"study_design_scores_gemma":[0.005533047,0.0009901247,0.9308174,0.007635378,0.00003004947,0.00007502109,0.004772042,0.04664677,0.000004719408,0.0001109366,0.003192247,0.0001922571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764602,0.001886428,0.00006492068,0.008667025,0.00008022881,0.0001127714,8.40047e-8,0.0000800549,0.0126483],"genre_scores_gemma":[0.9956524,0.000404531,0.0006053545,0.001082186,0.0002514538,0.000008837414,0.000007664389,0.00001212463,0.00197543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991454,"threshold_uncertainty_score":0.9608608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501885370964179,"score_gpt":0.3474095227960203,"score_spread":0.2972209856996024,"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."}}