{"id":"W7164932194","doi":"10.1080/17153379.2023.12558369","title":"Front Matter","year":2023,"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":[0.0002356695,0.001194739,0.00043669,0.001066549,0.001924902,0.004002224,0.0005323044,0.002229905,0.9113287],"category_scores_gemma":[0.0009215345,0.0003309778,0.0003953307,0.0007579998,0.0006791435,0.00142004,0.001401342,0.00156149,0.8626251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005460659,"about_ca_system_score_gemma":0.001371519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004624081,"about_ca_topic_score_gemma":0.008565836,"domain_scores_codex":[0.9998178,0.00001411025,0.000004884016,0.00004552145,0.00005850501,0.00005918404],"domain_scores_gemma":[0.9996271,0.00005009012,0.00002097251,0.0000219242,0.00008850497,0.0001912933],"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":[0.00005271067,0.000087598,0.0007192122,0.00008884122,0.000005244935,0.0001260538,0.00005973391,0.00004142717,0.0003429346,0.003536314,0.8982086,0.09673133],"study_design_scores_gemma":[0.00001318228,0.00001937311,0.001243911,0.0001179494,0.000003061899,0.00007191458,0.0001851802,0.00004013723,0.0001083989,0.0005717676,0.9976216,0.000003544249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006096455,0.0001618908,0.0000721695,0.001043058,0.001132153,0.00002272513,0.0006031814,0.0001612796,0.9961939],"genre_scores_gemma":[0.001260274,0.0001622109,0.00005589157,0.0006426121,0.0001976365,0.000008925899,0.0002224578,0.00003956251,0.9974105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08867133,"threshold_uncertainty_score":0.1264788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539126890802149,"score_gpt":0.2378167408287006,"score_spread":0.2224254719206791,"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."}}