{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007988459,0.0001019074,0.0002748821,0.0003323905,0.00001328324,0.000006796488,0.0001216997,0.0001451266,0.0002902006],"category_scores_gemma":[0.0006429741,0.00008680723,0.00007960165,0.0004363834,0.00002575512,0.0001370465,0.000006750782,0.0003036739,0.000005169029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003589064,"about_ca_system_score_gemma":0.0009756279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003472387,"about_ca_topic_score_gemma":0.00001516229,"domain_scores_codex":[0.9985445,0.00002967918,0.0006502583,0.00006788465,0.0005435976,0.0001640966],"domain_scores_gemma":[0.9993005,0.00008244529,0.0001183469,0.00009542567,0.00007988766,0.0003233716],"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":[0.0002250051,0.004314214,0.01175315,0.004652228,0.0004861858,0.0003008851,0.01250428,0.001444203,0.02199859,0.033328,0.68524,0.2237533],"study_design_scores_gemma":[0.008674882,0.001147963,0.0896614,0.01991714,0.0002456109,0.002327818,0.02056745,0.01312928,0.1616479,0.01109727,0.6686791,0.002904172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851015,0.004771178,0.002022881,0.001596907,0.003846669,0.0001084936,0.000002887515,0.0000375982,0.002511892],"genre_scores_gemma":[0.9972727,0.0002984758,0.001813785,0.00007062833,0.0003917135,0.000004182117,0.000003469446,0.00001646124,0.0001285644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2208491,"threshold_uncertainty_score":0.3539896,"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."}}