{"id":"W4394973113","doi":"10.5206/cie-eci.v52i2.18554","title":"Éditorial","year":2023,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; University of Toronto; Simon Fraser University; University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000149502,0.00005289299,0.00005686104,0.00008373117,0.0002262385,0.0001040832,0.0001019041,0.00003495601,0.0002311055],"category_scores_gemma":[0.0001765385,0.00005076748,0.0000199432,0.0001024723,0.00016703,0.0002827442,0.00001813438,0.00004576364,0.000255569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614032,"about_ca_system_score_gemma":0.0005191745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008939953,"about_ca_topic_score_gemma":0.0004165087,"domain_scores_codex":[0.9994094,0.0000648936,0.0001091647,0.0001239422,0.0001870377,0.0001055576],"domain_scores_gemma":[0.9993671,0.00007335955,0.00004812531,0.00004794493,0.0003984763,0.00006498063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000659158,0.00005097196,0.00836023,0.00000195359,0.00002167527,9.163163e-8,0.080811,0.00001071631,0.0002210261,0.1997814,0.7090883,0.001646014],"study_design_scores_gemma":[0.00008663689,0.0000059386,0.06178468,0.000005939752,0.000003303628,2.911029e-7,0.02544903,0.0002201477,0.0001036996,0.001617543,0.9106562,0.00006654533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007425,0.00009106671,0.00004384075,0.01189651,0.01401464,0.0001775832,0.00001066267,0.00009373391,0.07292949],"genre_scores_gemma":[0.8898872,0.00008783381,0.00009455109,0.0008556138,0.004492963,0.00002618355,0.0001387026,0.000003162605,0.1044138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015679,"threshold_uncertainty_score":0.3284908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3907255224532831,"score_gpt":0.5526185376245281,"score_spread":0.1618930151712449,"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."}}