{"id":"W7164881327","doi":"10.1080/17153379.2004.12554091","title":"Front Matter","year":2004,"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":[0.0002728064,0.001522429,0.0008073001,0.001039929,0.002476922,0.004096025,0.00065111,0.002985939,0.8722603],"category_scores_gemma":[0.0009246832,0.0004458599,0.0004222073,0.0009068292,0.0009417775,0.002015048,0.001130774,0.001892719,0.7822399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989365,"about_ca_system_score_gemma":0.0009713374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004136053,"about_ca_topic_score_gemma":0.007642647,"domain_scores_codex":[0.9998361,0.00001436062,0.000004722604,0.00004796112,0.00004257395,0.00005430324],"domain_scores_gemma":[0.999625,0.00008534944,0.00002131013,0.00002548539,0.00007644788,0.0001662918],"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":[0.0002103798,0.0002441533,0.001485556,0.0002009703,0.0000142421,0.0002634245,0.0001910498,0.0001031312,0.0007770573,0.008053921,0.8628662,0.1255901],"study_design_scores_gemma":[0.00004461474,0.00006393644,0.002659127,0.0002035604,0.00001375948,0.0001807233,0.0004182078,0.0001127486,0.0002976267,0.0010405,0.9949568,0.000008572561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001942214,0.0002629691,0.00008765016,0.001550861,0.0009881468,0.00003001251,0.0005884331,0.0001688266,0.9943809],"genre_scores_gemma":[0.002706383,0.0002430114,0.00007257411,0.0007598778,0.0001867376,0.00001080601,0.0002463291,0.00004356451,0.9957307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1277397,"threshold_uncertainty_score":0.1822051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009700561257265853,"score_gpt":0.2192254111736271,"score_spread":0.2095248499163612,"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."}}