{"id":"W2366288059","doi":"","title":"Teaching Model Assesment and Ways in America and Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Shanxi Finance and Tax College","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science","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":[0.0009017459,0.00008059245,0.0001743633,0.0001186195,0.0001146003,0.00004068605,0.0001415065,0.00002787514,6.82823e-7],"category_scores_gemma":[0.00003908788,0.00006253555,0.00001307466,0.0001115929,0.00002575443,0.0002816975,0.00005761967,0.0003073793,6.360658e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006821383,"about_ca_system_score_gemma":0.0003308501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01987881,"about_ca_topic_score_gemma":0.02192119,"domain_scores_codex":[0.999252,0.00004816613,0.0002642346,0.0001150986,0.0001618193,0.0001586633],"domain_scores_gemma":[0.9994825,0.0001300122,0.0001730975,0.00008939957,0.00003360711,0.00009143262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000100839,0.0004594023,0.07310093,0.000126544,0.00006245617,0.0006395967,0.01700596,0.0009270093,0.001786,0.2203837,0.01462631,0.6707812],"study_design_scores_gemma":[0.00316411,0.0005961857,0.5557513,0.0004667029,0.00002907638,0.00127984,0.002211568,0.1481823,0.0005763994,0.01758242,0.2693346,0.0008255369],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7418475,0.0005353348,0.2535395,0.003010357,0.0001926493,0.00004620767,0.000002559792,0.00000350802,0.0008223816],"genre_scores_gemma":[0.8444718,0.0002396331,0.1543159,0.0005704685,0.00003969245,7.009825e-7,6.40095e-8,0.000003027989,0.0003587101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6699557,"threshold_uncertainty_score":0.9959262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779446842801627,"score_gpt":0.2837665906602349,"score_spread":0.2659721222322186,"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."}}