{"id":"W4214718753","doi":"10.3866/pku.dxhx202109044","title":"Reference and Inspiration on Teaching of Chemistry Courses Based on “TBL + Two-Stage Exam” from UBC University in Canada","year":2022,"lang":"en","type":"article","venue":"University Chemistry","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Mathematics education; Computer science; Psychology; Library science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503008,0.0003408338,0.0003839688,0.002060694,0.02321729,0.009687187,0.001318106,0.001497932,0.01496633],"category_scores_gemma":[0.004916789,0.0002694046,0.0003337525,0.004806675,0.007094927,0.00182448,0.003471096,0.003080415,0.001229958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1016729,"about_ca_system_score_gemma":0.1360314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9455781,"about_ca_topic_score_gemma":0.9816011,"domain_scores_codex":[0.9973455,0.0004285965,0.0000571637,0.0002808637,0.001091156,0.0007967019],"domain_scores_gemma":[0.9948645,0.0005557061,0.0002035928,0.0001226707,0.001786651,0.002466766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000244721,0.0003222165,0.03132182,0.0005348483,0.0000349058,0.002265871,0.2588676,0.001584915,0.003943641,0.2427918,0.2193161,0.2387715],"study_design_scores_gemma":[0.00002548658,0.00005145132,0.0843433,0.0003879687,0.00002618697,0.0002190074,0.1518374,0.0005557109,0.001855278,0.00601002,0.754594,0.00009420907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3160582,0.004086547,0.002228176,0.0390364,0.001159882,0.0001873389,0.0006072652,0.0002224002,0.6364138],"genre_scores_gemma":[0.8122692,0.001662503,0.001683967,0.002249746,0.00008156356,0.0000356176,0.0002110115,0.00009790894,0.1817086],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1016729,"threshold_uncertainty_score":0.7376921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061675663724441,"score_gpt":0.2010506619378742,"score_spread":0.1904339053006298,"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."}}