{"id":"W2354921434","doi":"","title":"An Investigation into the Relationship Between Pedagogy and Its Relevant Subjects——History, Today and Future","year":2006,"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":"Independence (probability theory); Psychology; Pedagogy; Sociology","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":[0.001351985,0.0002047184,0.0001889627,0.0001833162,0.0004049653,0.0001992724,0.000508892,0.0001466432,0.00001978282],"category_scores_gemma":[0.0002390976,0.0001627102,0.00002981806,0.0003332177,0.00007840303,0.0005585537,0.0001152316,0.0003535648,0.00006964131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191584,"about_ca_system_score_gemma":0.0002070649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008909744,"about_ca_topic_score_gemma":0.0002403953,"domain_scores_codex":[0.9979833,0.0006199455,0.0003022054,0.000545845,0.000287741,0.000260909],"domain_scores_gemma":[0.9982871,0.0006064529,0.0001194314,0.0006042856,0.0001257692,0.0002569351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002925261,0.00001583222,0.9034498,0.00001451509,0.000004235756,0.000001364225,0.01474108,0.000004288892,0.0003743277,0.07839997,0.002457658,0.0005339997],"study_design_scores_gemma":[0.000142119,0.00007371552,0.9184033,0.00001344684,0.00001245097,0.000009678683,0.00016565,0.0003811544,0.00001544329,0.007774749,0.0728054,0.0002029376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788206,0.001099249,0.0004450468,0.01759212,0.0006602884,0.0002820723,0.000001723168,0.0001849149,0.0009139709],"genre_scores_gemma":[0.9567293,0.00001183532,0.03837811,0.000723951,0.001171326,0.00002612623,0.00001717235,0.00002033737,0.002921836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07062522,"threshold_uncertainty_score":0.6635129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219291365044148,"score_gpt":0.3360340922946897,"score_spread":0.2938411786442482,"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."}}