{"id":"W7164930392","doi":"10.1080/17153379.2017.12559263","title":"Front Matter","year":2017,"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":[0.0002533029,0.00105449,0.000412698,0.00104034,0.002145752,0.003985566,0.0005186801,0.00202036,0.8860635],"category_scores_gemma":[0.001000133,0.0003046243,0.0003566669,0.0007769276,0.0008263162,0.001536117,0.00144415,0.00149629,0.8216951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906473,"about_ca_system_score_gemma":0.00147957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004549335,"about_ca_topic_score_gemma":0.008792185,"domain_scores_codex":[0.9998204,0.00001526452,0.000005488286,0.00004688003,0.00005348116,0.00005849345],"domain_scores_gemma":[0.999638,0.00004859178,0.00002184858,0.00002610035,0.00009355749,0.0001719485],"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":[0.00005125208,0.00007906972,0.0008728402,0.00008461127,0.000005449482,0.0001245803,0.00007049111,0.00004078137,0.0003192594,0.004337795,0.8957255,0.09828839],"study_design_scores_gemma":[0.0000116854,0.00001736277,0.00131291,0.0001117548,0.000003496264,0.00008106409,0.0002192786,0.00004173283,0.0001320488,0.0007272573,0.9973376,0.000003860579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009013797,0.0002388312,0.00008535263,0.001376369,0.001253171,0.00002264581,0.0007395779,0.0001902399,0.9951925],"genre_scores_gemma":[0.001809468,0.0002184989,0.00006734462,0.0006599125,0.0002216931,0.000008268932,0.0002847402,0.00005213213,0.9966779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1139365,"threshold_uncertainty_score":0.1625166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662442366810813,"score_gpt":0.2496434801771373,"score_spread":0.2330190565090292,"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."}}