{"id":"W351151926","doi":"","title":"Comparative and International Education, Faculty of Education, UWO","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Globalization; Higher education; Pedagogy; Comparative education; Engineering ethics; Mathematics education; Political science; Psychology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139079,0.0003739325,0.0002386662,0.001205627,0.006357088,0.004364727,0.0004982243,0.001512142,0.2146134],"category_scores_gemma":[0.004352022,0.0002298799,0.0001048383,0.002979991,0.00191157,0.003260498,0.002951412,0.001932919,0.01293628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003306861,"about_ca_system_score_gemma":0.006842106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018164,"about_ca_topic_score_gemma":0.04029203,"domain_scores_codex":[0.9990185,0.0004116487,0.00004568094,0.0001642598,0.0001769289,0.0001828596],"domain_scores_gemma":[0.9983688,0.0004515058,0.0001114267,0.00006179651,0.000186664,0.0008199111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001735751,0.0002112777,0.002801209,0.0004402802,0.00000448689,0.0005727354,0.02309337,0.0001044713,0.0006711372,0.1523636,0.3259276,0.4936363],"study_design_scores_gemma":[0.000008100531,0.00003029201,0.003150625,0.0002352015,0.000001650705,0.0001023196,0.007346152,0.00005723251,0.0001462316,0.007436412,0.9814802,0.000005633256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04856933,0.03507729,0.001952843,0.136852,0.007090795,0.0001293741,0.001696261,0.0002510324,0.7683811],"genre_scores_gemma":[0.1362297,0.006524357,0.001332436,0.00284387,0.0004862435,0.0001535004,0.0002245315,0.000111375,0.8520939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2146134,"threshold_uncertainty_score":0.7179533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566678893331147,"score_gpt":0.4277145502843387,"score_spread":0.1710466609512241,"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."}}