{"id":"W7164899321","doi":"10.1080/17153379.2024.12558413","title":"Front Matter","year":2024,"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":[0.0002398778,0.001233911,0.0004475141,0.001090619,0.001923374,0.00401886,0.0005458167,0.002268462,0.9140291],"category_scores_gemma":[0.0009208416,0.0003436325,0.0004046406,0.0007451454,0.0007033253,0.0014345,0.001422189,0.001565506,0.8667556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546119,"about_ca_system_score_gemma":0.001367274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004366478,"about_ca_topic_score_gemma":0.008212645,"domain_scores_codex":[0.9998147,0.00001453423,0.000004969895,0.00004699937,0.0000593691,0.00005949147],"domain_scores_gemma":[0.9996225,0.00005070663,0.00002125842,0.00002188879,0.0000880642,0.0001956421],"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":[0.00005470085,0.00009210487,0.0007178308,0.00009268307,0.000005530093,0.0001287295,0.0000602268,0.0000433653,0.0003721867,0.003550841,0.89461,0.1002717],"study_design_scores_gemma":[0.00001337547,0.00002036909,0.001208068,0.0001175974,0.000003111242,0.00007155043,0.0001816092,0.00004030351,0.0001095065,0.0005741727,0.9976567,0.000003585815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006139945,0.0001686125,0.00007518691,0.001073728,0.001172758,0.00002333807,0.0006043417,0.0001669662,0.996101],"genre_scores_gemma":[0.001206588,0.0001599736,0.00005560843,0.0006267805,0.0001951346,0.000008784387,0.0002155827,0.00003879196,0.9974928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08597094,"threshold_uncertainty_score":0.1226271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042568400596829,"score_gpt":0.2334153307555246,"score_spread":0.2229896467495563,"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."}}