{"id":"W2359870099","doi":"","title":"On the Innovation of Teaching System and the Reconstruction of School Culture","year":2004,"lang":"en","type":"article","venue":"Kyouikugaku no kenkyuu to jissen","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Connotation; Creativity; Flexibility (engineering); Curriculum; Promotion (chess); Quality (philosophy); Mathematics education; Industrialisation; Value (mathematics); Class (philosophy); Feeling; Pedagogy; Psychology; Sociology; Computer science; Political science; Management; Social psychology; Epistemology","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":[0.002242753,0.0001078705,0.0001777397,0.0001385607,0.000204479,0.00007223188,0.000467151,0.00006025192,0.000008345501],"category_scores_gemma":[0.0008555365,0.00005847545,0.00004018882,0.0005493945,0.00008666804,0.0001634072,0.00008103419,0.000304254,0.00001965934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006050744,"about_ca_system_score_gemma":0.00008407685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171122,"about_ca_topic_score_gemma":0.000002726418,"domain_scores_codex":[0.9986821,0.0003888072,0.0003495995,0.0002108831,0.0002526226,0.0001159346],"domain_scores_gemma":[0.998767,0.000243433,0.0002405774,0.0005202232,0.0001862443,0.00004253216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001895177,0.00002534264,0.01226647,0.00002835363,0.00001718414,1.940966e-7,0.004548114,0.0001139004,0.001325305,0.9805354,0.0004428266,0.0006779638],"study_design_scores_gemma":[0.004599939,0.0006307521,0.8786243,0.00184077,0.00007645346,0.0002576114,0.007091973,0.00352641,0.003018941,0.08955923,0.01000338,0.0007702212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770599,0.00003950498,0.00754402,0.00456734,0.0006021426,0.0003593665,0.000001682685,0.00006499655,0.009761074],"genre_scores_gemma":[0.9462219,0.000002140861,0.05291782,0.0003902188,0.00008456105,0.00001703454,8.192258e-7,0.000006176128,0.0003592591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8909762,"threshold_uncertainty_score":0.238456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061048258028958,"score_gpt":0.2990931873611374,"score_spread":0.2784827047808479,"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."}}