{"id":"W2060075761","doi":"10.1023/b:inch.0000039052.17848.ac","title":"When Will Comparative Educators Learn to Talk?","year":2003,"lang":"en","type":"article","venue":"Interchange","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Philosophy of education; Pedagogy; Sociology; Mathematics education; Epistemology; Psychology; Higher education; Political science; Philosophy; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001990088,0.00007427588,0.00009490061,0.00004895764,0.000166982,0.00006394235,0.0001576217,0.00004392329,0.002239181],"category_scores_gemma":[0.0003837477,0.00006450403,0.0000401373,0.0001638338,0.00008986655,0.0001506847,0.00001809441,0.00007282937,0.0009088904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776238,"about_ca_system_score_gemma":0.00008297294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005976359,"about_ca_topic_score_gemma":0.01069859,"domain_scores_codex":[0.9991714,0.0001735187,0.0000895373,0.0001499287,0.0001551266,0.0002605385],"domain_scores_gemma":[0.9994361,0.00003734426,0.00002735855,0.00009326758,0.0001570031,0.0002489121],"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":[0.000003597652,0.00006817793,0.0001797225,0.000001879599,0.00000963378,9.530222e-7,0.7947204,5.432094e-7,0.0001333961,0.03287218,0.1709668,0.001042729],"study_design_scores_gemma":[0.00005385894,0.00001814214,0.0003643612,0.00001139582,0.000003041863,7.450603e-7,0.1200815,3.582832e-7,0.0002652725,0.0003686932,0.878748,0.00008464462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.741294,0.0001172096,0.00002062552,0.01552193,0.002648084,0.0003464753,0.000006115435,0.00007015474,0.2399754],"genre_scores_gemma":[0.9688414,0.000009292939,0.0005602914,0.002615672,0.0001653911,0.00003458718,0.000002641206,0.000003971647,0.02776678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077812,"threshold_uncertainty_score":0.999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045832041852691,"score_gpt":0.4034165306463476,"score_spread":0.2988333264610785,"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."}}