{"id":"W2032188021","doi":"10.1176/appi.ap.27.3.223","title":"Life Is Like an Onion","year":2003,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; MEDLINE; Medical education; Medicine; Biology","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":[0.002433932,0.0007432038,0.0006010064,0.001212022,0.01433898,0.01127544,0.0008948126,0.003396885,0.02471654],"category_scores_gemma":[0.006257644,0.0002604907,0.000614032,0.0007198903,0.02209357,0.00946497,0.008695578,0.01031893,0.009342792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002702348,"about_ca_system_score_gemma":0.003314554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00344924,"about_ca_topic_score_gemma":0.006474934,"domain_scores_codex":[0.9968002,0.001354024,0.00007494435,0.0002925213,0.0009341071,0.0005441905],"domain_scores_gemma":[0.9941496,0.0005283884,0.0003588442,0.0005026322,0.00111977,0.003340744],"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":[0.00008243461,0.0000871626,0.002276156,0.00009198262,0.00006075316,0.0004790305,0.05117964,0.0001037028,0.0006232572,0.3914078,0.5139794,0.03962865],"study_design_scores_gemma":[0.00001472439,0.00004490421,0.0008407725,0.000145382,0.00001196605,0.0003113994,0.0248279,0.00003696895,0.00007937558,0.0743627,0.8992933,0.00003058719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0142753,0.004314946,0.002406235,0.262071,0.02668119,0.00003425305,0.0001019955,0.0002913744,0.6898237],"genre_scores_gemma":[0.34892,0.002982833,0.002061605,0.1843326,0.009161696,0.0001019122,0.000186384,0.000495368,0.4517577],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02471654,"threshold_uncertainty_score":0.08268511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08284140392297686,"score_gpt":0.4115897760469402,"score_spread":0.3287483721239634,"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."}}