{"id":"W2389209577","doi":"","title":"Surgery of new situation bottom experiment reform in education's quest","year":2003,"lang":"en","type":"article","venue":"Journal of Jinggangshan Medical College","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006261233,0.0002355905,0.0003433198,0.0008805928,0.007349088,0.007277452,0.0008151081,0.006369799,0.01339216],"category_scores_gemma":[0.009716447,0.0002280574,0.0004180419,0.0006240178,0.01463706,0.00590647,0.004288918,0.00786333,0.0009399757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555104,"about_ca_system_score_gemma":0.01307048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008571057,"about_ca_topic_score_gemma":0.01841457,"domain_scores_codex":[0.9961707,0.001736099,0.00008825733,0.0003688071,0.0006482103,0.0009880096],"domain_scores_gemma":[0.9971205,0.0009817596,0.0001798048,0.0002858243,0.0004632004,0.0009688244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002539315,0.00003737621,0.0006916713,0.00001550085,0.000004550176,0.00008448192,0.001051799,0.0001432964,0.00006229282,0.9402807,0.04196685,0.01563607],"study_design_scores_gemma":[0.00007060098,0.0000759351,0.002078148,0.0001530092,0.0000148765,0.0001829337,0.006721254,0.0008740643,0.0002684918,0.6082247,0.3813016,0.00003446393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03131994,0.003172514,0.006700237,0.7645485,0.004692382,0.00004080447,0.00005898885,0.00007527799,0.1893914],"genre_scores_gemma":[0.8404696,0.001236731,0.003103064,0.07137708,0.002205698,0.00009435118,0.00004164551,0.00006032852,0.08141147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01339216,"threshold_uncertainty_score":0.04480124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130778485422997,"score_gpt":0.2449211547412111,"score_spread":0.2336133698869811,"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."}}