{"id":"W4360842410","doi":"10.5206/cie-eci.v51i2.14794","title":"Ideal Types and Ideal(ized) students in Internationalized Post-secondary Pedagogy","year":2023,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ideal (ethics); Sociology; Sociocultural evolution; Context (archaeology); Ideal type; Relevance (law); Pedagogy; Western culture; Chen; Mathematics education; Epistemology; Psychology; Social science; Geography; Political science; Anthropology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004398429,0.0002967417,0.0003431943,0.00232789,0.005202727,0.009333907,0.0007288466,0.0006837831,0.004023306],"category_scores_gemma":[0.008024069,0.0002623779,0.0003337214,0.001360912,0.01393952,0.004303856,0.008783354,0.002792663,0.0004311565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004862117,"about_ca_system_score_gemma":0.004347157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008626984,"about_ca_topic_score_gemma":0.01029539,"domain_scores_codex":[0.996718,0.001147432,0.0001565254,0.0002959484,0.0009345299,0.0007476617],"domain_scores_gemma":[0.995683,0.0007648561,0.0008743824,0.0003472844,0.0007140756,0.001616382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001734631,0.0003765715,0.1266964,0.0001064243,0.00001615522,0.00057242,0.4767295,0.0003229938,0.0009220288,0.3424512,0.002377804,0.04925488],"study_design_scores_gemma":[0.00003099748,0.0002262615,0.07891053,0.0002995906,0.00002318787,0.00085022,0.6856766,0.00126652,0.0008835073,0.163621,0.06813504,0.00007651228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104917,0.0003870288,0.003747604,0.002169452,0.000107897,0.00005544204,0.00003321088,0.00002433157,0.08298319],"genre_scores_gemma":[0.9966504,0.00009374125,0.0006028811,0.00006965493,0.000004884942,0.00001474788,0.00001591169,0.00000815928,0.002539675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009333907,"threshold_uncertainty_score":0.03527725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08747817640647412,"score_gpt":0.500302428723564,"score_spread":0.4128242523170899,"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."}}