{"id":"W4251230554","doi":"10.1503/cmaj.110536","title":"LMCCQE II","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"National Identity and Symbolism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surrender; Dozen; White (mutation); Fugue (hash function); Computer science; FLAGS register; Medicine; Computer security; History; Arithmetic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003100781,0.00004403444,0.00008155981,0.0001397961,0.001525197,0.0000809198,0.0002756061,0.0002796741,0.03177798],"category_scores_gemma":[0.003302525,0.00004579977,0.00006432889,0.0002139625,0.0000629628,0.0002556804,0.00001068231,0.0004647164,0.0004813725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008208684,"about_ca_system_score_gemma":0.004288447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06548908,"about_ca_topic_score_gemma":0.5085149,"domain_scores_codex":[0.9976503,0.0002162017,0.0002003163,0.00006911658,0.001506778,0.0003573493],"domain_scores_gemma":[0.9979304,0.00006780116,0.0001034189,0.00003611651,0.0004051893,0.001457085],"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":[0.000002557636,0.00005256903,0.06210342,0.000001197717,0.00007238114,0.0002461323,0.02811981,1.738828e-7,0.000001398768,0.3454892,0.5351433,0.02876788],"study_design_scores_gemma":[0.0001510284,0.000009022983,0.02813241,0.000007544963,0.000005548922,0.00001396938,0.001561571,0.00000342687,0.000001783222,0.01305108,0.9569965,0.00006613079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1274149,0.000147551,0.00007382076,0.07238503,0.00360963,0.00008557289,0.00001087199,0.00003657395,0.7962361],"genre_scores_gemma":[0.9699806,0.0001944893,0.0001664439,0.01053792,0.003560008,0.000002286602,0.000002022211,0.000006602679,0.01554963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8425657,"threshold_uncertainty_score":0.9997747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079433697749455,"score_gpt":0.2637313714118846,"score_spread":0.2429370344343901,"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."}}