{"id":"W2382243154","doi":"","title":"The Comparison of Teaching Organic Chemistry Experiment between China and Canada and the practice of our teaching reform","year":2014,"lang":"en","type":"article","venue":"Journal of Southwest China Normal University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Mathematics education; Chemistry education; Teaching method; Chemistry; Teaching and learning center; Computer science; Political science; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036794,0.0001114499,0.0002983924,0.00003906969,0.000626013,0.00005480799,0.0007005871,0.00004174632,0.000001492748],"category_scores_gemma":[0.000409727,0.00006877628,0.00005493958,0.00007196857,0.00009786714,0.0004092173,0.0002586081,0.0007854204,6.477984e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493428,"about_ca_system_score_gemma":0.0002417424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1041549,"about_ca_topic_score_gemma":0.002602356,"domain_scores_codex":[0.9982758,0.0007743668,0.0003493501,0.0001144263,0.0003459768,0.0001401323],"domain_scores_gemma":[0.9980576,0.0005211789,0.0009508836,0.0002659943,0.00008685051,0.0001174804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008835484,0.0007904441,0.5131832,0.0003106837,0.001105476,0.00002840343,0.3080142,0.0002858728,0.006261561,0.08695653,0.0007646119,0.08141537],"study_design_scores_gemma":[0.005461348,0.0004772504,0.8436122,0.0002486555,0.0004171681,0.0003593443,0.1009271,0.002744849,0.006719319,0.0005605389,0.03791444,0.0005578117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689084,0.0000960922,0.02475361,0.003228606,0.000167556,0.00004715661,0.000001801079,0.000006104685,0.002790659],"genre_scores_gemma":[0.98975,0.00001333641,0.009991138,0.00002324498,0.00009325956,4.444097e-8,3.498657e-7,0.000004177616,0.0001244296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330429,"threshold_uncertainty_score":0.9018106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007693296833660232,"score_gpt":0.263212495700472,"score_spread":0.2555191988668118,"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."}}