{"id":"W7162007109","doi":"10.3138/topia-2026-0301","title":"Cultural Studies in a Time of War","year":2025,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003499195,0.000338877,0.0003596307,0.002532667,0.02038533,0.007003348,0.0008678007,0.001674086,0.006309239],"category_scores_gemma":[0.004808233,0.0002145927,0.0001583326,0.004459084,0.01659621,0.003696453,0.005930197,0.00362506,0.0002208564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148619,"about_ca_system_score_gemma":0.01172246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1180461,"about_ca_topic_score_gemma":0.2513853,"domain_scores_codex":[0.9974024,0.001693455,0.00004926173,0.00008490714,0.0001485142,0.0006215599],"domain_scores_gemma":[0.9949307,0.001725877,0.0005378238,0.0002068632,0.0006156805,0.001983001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001107853,0.0001013883,0.01532036,0.0001542126,0.00001929853,0.002449654,0.8548965,0.0000601302,0.0005614458,0.1040652,0.007901107,0.01435983],"study_design_scores_gemma":[0.000007911553,0.00003902177,0.02473176,0.0002174914,0.000008126869,0.0002377036,0.8810651,0.00002728709,0.0002100972,0.003502265,0.08993753,0.00001568151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8831112,0.01161278,0.0001816618,0.03642169,0.0006455204,0.0000317762,0.00009717427,0.000008643514,0.06788946],"genre_scores_gemma":[0.9896098,0.002510702,0.00008865763,0.002569515,0.0001600968,0.00002147079,0.0000153381,0.0000102918,0.005013948],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1180461,"threshold_uncertainty_score":0.234718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05651919540738809,"score_gpt":0.3490577232880295,"score_spread":0.2925385278806414,"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."}}