{"id":"W7164883252","doi":"10.1080/17153379.2021.12559722","title":"Front Matter","year":2021,"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":[0.0002390583,0.001209302,0.0004414725,0.001098134,0.001898839,0.004022125,0.0005424189,0.002252091,0.9123676],"category_scores_gemma":[0.000922311,0.0003339537,0.0003918686,0.0007532373,0.0006858821,0.001443141,0.001413273,0.001537618,0.8662344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450675,"about_ca_system_score_gemma":0.001348258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004371469,"about_ca_topic_score_gemma":0.008168304,"domain_scores_codex":[0.9998148,0.00001446294,0.000004946352,0.00004636034,0.00005995304,0.00005944316],"domain_scores_gemma":[0.9996186,0.00005126385,0.0000212225,0.00002239936,0.00008997642,0.0001964533],"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":[0.00005197389,0.00008827467,0.0007133926,0.00009235601,0.000005255784,0.000125355,0.000059534,0.00004201302,0.0003528975,0.003556905,0.8944072,0.1005049],"study_design_scores_gemma":[0.00001244325,0.00001902096,0.001199258,0.0001173876,0.000002935572,0.00007110857,0.0001772288,0.00003843512,0.0001062333,0.0005565162,0.997696,0.000003447489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006003185,0.0001716156,0.00007267939,0.001060963,0.001148133,0.00002260179,0.000606802,0.0001608655,0.9961562],"genre_scores_gemma":[0.001216742,0.000167089,0.00005566937,0.0006363129,0.0001954907,0.0000086972,0.000222945,0.0000388613,0.9974582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08763236,"threshold_uncertainty_score":0.1249969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112822820097715,"score_gpt":0.2237648977070276,"score_spread":0.2126366695060504,"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."}}