{"id":"W7164880669","doi":"10.1080/17153379.2014.12557012","title":"Front Matter","year":2014,"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":[0.0002457026,0.001100382,0.0004475155,0.001032448,0.00219186,0.00402466,0.0005405551,0.002172502,0.8899247],"category_scores_gemma":[0.0009384137,0.0003224128,0.0003628928,0.0007725945,0.0008119298,0.001605987,0.001426978,0.001510728,0.8175235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761689,"about_ca_system_score_gemma":0.001306949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451625,"about_ca_topic_score_gemma":0.008581416,"domain_scores_codex":[0.9998221,0.00001415476,0.000005084913,0.00004860416,0.00005323578,0.00005676823],"domain_scores_gemma":[0.9996741,0.00004620213,0.00001983068,0.00002286979,0.0000807766,0.0001562862],"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":[0.00006143723,0.00009226579,0.0008436852,0.00009119433,0.000005894789,0.000130325,0.00007746532,0.00004546323,0.0003944413,0.004786195,0.8881175,0.1053541],"study_design_scores_gemma":[0.00001320171,0.0000203412,0.001417874,0.000106225,0.000003842453,0.00008013482,0.0002191833,0.0000447586,0.0001421659,0.0007432622,0.9972048,0.000004135344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008515646,0.0002122711,0.00008415657,0.001255743,0.001089445,0.00002158985,0.0005987384,0.0001774332,0.9957092],"genre_scores_gemma":[0.00175835,0.0001808465,0.00006364119,0.0006346092,0.0001868303,0.000007441626,0.0002195226,0.00004232255,0.9969063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1100753,"threshold_uncertainty_score":0.1570091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008250609287966029,"score_gpt":0.2119232732572707,"score_spread":0.2036726639693047,"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."}}