{"id":"W7164932894","doi":"10.1080/17153379.2025.12558691","title":"Front Matter","year":2025,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"","field":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002387633,0.001203976,0.0004395552,0.001076997,0.00190785,0.00402771,0.0005409017,0.002223742,0.9126626],"category_scores_gemma":[0.0009071019,0.0003335547,0.0003958489,0.0007345908,0.0006910712,0.001420694,0.001412433,0.001556549,0.8637089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005446878,"about_ca_system_score_gemma":0.001354618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004392443,"about_ca_topic_score_gemma":0.008254826,"domain_scores_codex":[0.999815,0.00001438648,0.000004936664,0.00004679968,0.00005989151,0.00005906873],"domain_scores_gemma":[0.9996306,0.00004871307,0.00002071192,0.00002158253,0.00008621947,0.0001920677],"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":[0.00005352702,0.00008948782,0.0006842316,0.00009081508,0.000005282504,0.0001245208,0.00005910916,0.00004103405,0.0003603567,0.003597584,0.8975022,0.09739191],"study_design_scores_gemma":[0.00001297002,0.00001965086,0.001169053,0.0001159204,0.000002983559,0.00006930612,0.0001760851,0.0000386895,0.0001082022,0.0005656247,0.9977181,0.000003462306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005918414,0.0001654038,0.00007341803,0.001036443,0.001158645,0.00002303317,0.000601733,0.0001620915,0.9961874],"genre_scores_gemma":[0.001219302,0.0001600487,0.00005569342,0.0006219046,0.0001974407,0.000008722266,0.000220549,0.00003852664,0.9974779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08733737,"threshold_uncertainty_score":0.1245761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007529860243854716,"score_gpt":0.231479444183483,"score_spread":0.2239495839396282,"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."}}