{"id":"W4413084824","doi":"10.3366/vic.2025.0567","title":"Undoing NAVSA in Asia","year":2025,"lang":"en","type":"article","venue":"Victoriographies","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Vignette; Undoing; Sociology; Perspective (graphical); Embodied cognition; Media studies; Gender studies; Psychology; Epistemology; Social psychology; Visual arts; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0001493931,0.00005127448,0.00006963561,0.0002477063,0.0002009104,0.00006754167,0.0001217616,0.0000521353,0.0000479413],"category_scores_gemma":[0.0001703677,0.00004688172,0.00004871349,0.002019044,0.0001337542,0.0001055418,0.00001412786,0.00005991109,0.0000161103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004341684,"about_ca_system_score_gemma":0.00005877597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009977628,"about_ca_topic_score_gemma":0.02745314,"domain_scores_codex":[0.9994519,0.00005922479,0.00009983965,0.0001048493,0.0001099595,0.0001741717],"domain_scores_gemma":[0.9997591,0.00003889557,0.00001974132,0.00007127282,0.00007113373,0.0000398908],"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":[0.000004128017,0.00006881372,0.2460778,0.0000108832,0.00001854611,0.000001867191,0.07056683,0.00000305535,0.0001438757,0.6557289,0.02616564,0.001209646],"study_design_scores_gemma":[0.0001214961,0.000002200213,0.09592316,0.00002770758,0.000003890362,5.045174e-8,0.03821575,0.00000119895,0.00002581888,0.001629442,0.863991,0.00005833394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7424433,0.0009885107,0.00000303526,0.007965695,0.00230698,0.0001617727,0.00000101711,0.0001103902,0.2460193],"genre_scores_gemma":[0.9958343,0.0004219336,0.0001118704,0.0002562156,0.00006234415,0.00001259817,0.000001314763,0.000001616266,0.003297789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8378253,"threshold_uncertainty_score":0.996615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120009906740204,"score_gpt":0.3372782092746245,"score_spread":0.3252772186006042,"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."}}