{"id":"W3136830130","doi":"10.5509/202194133","title":"Policy-Research Nexus","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nexus (standard); China; Diplomacy; Context (archaeology); Political science; Asia pacific; Competition (biology); Pacific Rim; Development economics; Economy; Geography; Economics; Politics; Law; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.01642772,0.0003873074,0.0005486856,0.006638886,0.005145622,0.01123888,0.001319679,0.002581583,0.01708149],"category_scores_gemma":[0.02072811,0.0002552397,0.0003944084,0.0119132,0.01412555,0.01301884,0.009423164,0.002698924,0.001650952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157907,"about_ca_system_score_gemma":0.0421323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005319431,"about_ca_topic_score_gemma":0.006124978,"domain_scores_codex":[0.9832333,0.008973246,0.001292383,0.00225911,0.002482915,0.001759172],"domain_scores_gemma":[0.9720595,0.01750977,0.00281985,0.001619277,0.002606668,0.003384872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000217727,0.00004401046,0.008029414,0.0005395322,0.00002586444,0.0003856922,0.01171824,0.0002006416,0.0002248727,0.951829,0.003794932,0.02318605],"study_design_scores_gemma":[0.00003381569,0.00007179279,0.01965839,0.001965611,0.00005497069,0.0004034112,0.04965692,0.0009938516,0.000429531,0.5396616,0.3870329,0.00003717807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1196879,0.01874182,0.01839439,0.1478122,0.0005994891,0.001065881,0.001672205,0.0001506017,0.6918756],"genre_scores_gemma":[0.9548096,0.008349834,0.007274393,0.006461008,0.0002536779,0.001474743,0.0004779888,0.00002886068,0.02086976],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01708149,"threshold_uncertainty_score":0.08687913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05510724876010588,"score_gpt":0.3658272960745253,"score_spread":0.3107200473144194,"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."}}