{"id":"W2034005877","doi":"10.1111/j.1365-2923.2008.03096.x","title":"The glass is a little full – of something: revisiting the issue of content specificity of problem solving","year":2008,"lang":"en","type":"letter","venue":"Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Citation; Content (measure theory); Library science; Psychology; Medicine; Classics; Computer science; Mathematics; History","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":[0.01226799,0.000551375,0.001263266,0.001279743,0.006467561,0.006806484,0.004325699,0.05167629,0.005093831],"category_scores_gemma":[0.08474182,0.0007275327,0.0008508466,0.001112503,0.01759943,0.01120136,0.004001612,0.06612889,0.001739517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008951794,"about_ca_system_score_gemma":0.01330284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181972,"about_ca_topic_score_gemma":0.05363455,"domain_scores_codex":[0.9905885,0.004507235,0.0008911971,0.001181259,0.001961357,0.0008704102],"domain_scores_gemma":[0.8811302,0.09956168,0.00367178,0.001942187,0.01035645,0.003337781],"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":[0.0003185337,0.0002273793,0.006318722,0.0005552005,0.00008059379,0.0127462,0.01636151,0.0003321024,0.001169141,0.07117752,0.8021554,0.08855765],"study_design_scores_gemma":[0.0005016982,0.0002569846,0.01185836,0.003587994,0.0002000633,0.01829589,0.0293987,0.002688576,0.001424193,0.1976317,0.7339026,0.0002532515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001160955,0.0006524153,0.0002052932,0.9945193,0.001872798,0.000004297709,0.000004614249,0.000005022198,0.001575433],"genre_scores_gemma":[0.0285416,0.001415001,0.0009789525,0.9533411,0.01379088,0.00003070968,0.000007979203,0.0000279356,0.0018659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05167629,"threshold_uncertainty_score":0.06495017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04414088458902961,"score_gpt":0.3466084194831222,"score_spread":0.3024675348940926,"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."}}