{"id":"W2372339790","doi":"","title":"Teaching Theory Meaning of Teaching Behavior Research","year":2004,"lang":"en","type":"article","venue":"Kyouikugaku no kenkyuu to jissen","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Objectivity (philosophy); Subjectivity; Meaning (existential); Teaching and learning center; Teaching method; Mathematics education; Psychology; Pedagogy; Epistemology; Philosophy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01279304,0.0002598698,0.0003525427,0.0006830771,0.0007579204,0.0002473418,0.002045717,0.0001464842,0.0000712593],"category_scores_gemma":[0.001846905,0.0002469544,0.0001369782,0.0005850554,0.0001012716,0.0005644434,0.0006687641,0.001626571,0.0004318097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412335,"about_ca_system_score_gemma":0.0003120901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127674,"about_ca_topic_score_gemma":0.0000209783,"domain_scores_codex":[0.9949092,0.00201785,0.0005425762,0.0007494875,0.001035207,0.0007456411],"domain_scores_gemma":[0.9970695,0.0007549014,0.0001425359,0.00134953,0.0003077507,0.000375764],"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":[0.00001418017,0.0005683646,0.06615054,0.0000380013,0.00002565542,0.00002328762,0.03231066,0.0001373951,0.0111118,0.8835844,0.0006957734,0.005339956],"study_design_scores_gemma":[0.001565744,0.000829966,0.8116082,0.0006292601,0.00006742672,0.0001310635,0.003320737,0.0003888052,0.001402904,0.114273,0.06442252,0.001360369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085835,0.00007679465,0.02229447,0.002095123,0.001104048,0.000511136,0.000003087968,0.000393878,0.06493796],"genre_scores_gemma":[0.6798364,0.000001165138,0.3164291,0.0002763088,0.0002441897,0.00004771147,0.000002258641,0.00003033738,0.003132487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7693114,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233445059782794,"score_gpt":0.4389084314640518,"score_spread":0.3565739808662238,"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."}}