{"id":"W7164880221","doi":"10.1080/17153379.2022.12558087","title":"Front Matter","year":2022,"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":[0.0002397673,0.001216425,0.000434284,0.001072601,0.001876691,0.004001603,0.000535188,0.002233628,0.9130536],"category_scores_gemma":[0.0009213103,0.0003327854,0.0003910789,0.0007368673,0.0006783992,0.001432147,0.001396491,0.001538083,0.8656642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005346775,"about_ca_system_score_gemma":0.001334609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004304155,"about_ca_topic_score_gemma":0.008014439,"domain_scores_codex":[0.9998135,0.00001459222,0.000005008892,0.00004723342,0.00006016156,0.00005953856],"domain_scores_gemma":[0.9996175,0.00005138047,0.000021374,0.00002267954,0.00009045503,0.0001967165],"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":[0.00005462493,0.00009232328,0.0007277963,0.00009318689,0.00000544369,0.000130763,0.00006119195,0.0000428803,0.0003755717,0.003570446,0.8923448,0.102501],"study_design_scores_gemma":[0.00001286929,0.0000196437,0.001210101,0.0001159289,0.000003001155,0.00007281147,0.0001810937,0.00003967035,0.0001091813,0.0005493955,0.9976828,0.000003471975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006164588,0.0001687287,0.00007516461,0.001041928,0.001165771,0.00002288415,0.0005978728,0.0001655225,0.9961456],"genre_scores_gemma":[0.001238645,0.0001614265,0.00005674996,0.0006370866,0.0001940387,0.000008650229,0.0002188746,0.00003904029,0.9974455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08694637,"threshold_uncertainty_score":0.1240184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039448439488121,"score_gpt":0.2155834424897898,"score_spread":0.2051889580949086,"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."}}