{"id":"W2981492802","doi":"10.22230/src.2019v10n2a311","title":"Comparative and International Education/Éducation comparée et internationale","year":2019,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Library science; Publishing; Political science; Humanities; Sociology; Law; Art; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002572418,0.00006727198,0.00009078201,0.0001822097,0.0006735369,0.001036535,0.0004274967,0.00007050239,0.0002350968],"category_scores_gemma":[0.00107021,0.00006388444,0.00001752144,0.0002440822,0.0003615675,0.002045703,0.0001860989,0.0004600688,0.0001503853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073006,"about_ca_system_score_gemma":0.0004772969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003338435,"about_ca_topic_score_gemma":0.001984161,"domain_scores_codex":[0.9979727,0.001033529,0.0001545312,0.0001944824,0.0004888687,0.0001558635],"domain_scores_gemma":[0.9967804,0.0004088647,0.00006850937,0.0002552781,0.002349896,0.0001370708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002264418,0.0003081305,0.01320635,0.00001216082,0.0000344876,4.601227e-8,0.2177285,0.000002158423,0.0006549631,0.7434967,0.01690291,0.007630988],"study_design_scores_gemma":[0.000307126,0.00002166388,0.1504353,0.00007755376,0.000003857781,0.000002580127,0.1072902,0.0001220989,0.0000455689,0.008731817,0.7328454,0.000116742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034123,0.001312308,0.000004705215,0.04813897,0.0005429246,0.0004174141,0.000004460896,0.00002930727,0.1461376],"genre_scores_gemma":[0.9728779,0.002893554,0.001088793,0.0005114973,0.00005930296,0.00005235143,0.00009897552,0.00000402341,0.02241367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7347649,"threshold_uncertainty_score":0.9995334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625578884341842,"score_gpt":0.5370175595437378,"score_spread":0.2744596711095536,"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."}}