{"id":"W7164901048","doi":"10.1080/17153379.2006.12554490","title":"Perspectives","year":2006,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002631102,0.0005490344,0.0003579284,0.0006499218,0.004718736,0.007091736,0.001405184,0.01192455,0.1343542],"category_scores_gemma":[0.00658177,0.0002045812,0.0007131548,0.0006356437,0.002935174,0.003794877,0.002683908,0.01059667,0.02228069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871901,"about_ca_system_score_gemma":0.006819358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257132,"about_ca_topic_score_gemma":0.02534421,"domain_scores_codex":[0.9980683,0.0003986824,0.00003579624,0.0002874032,0.0006841142,0.0005257717],"domain_scores_gemma":[0.9979387,0.000506737,0.00008979489,0.0001597817,0.0006139681,0.0006909153],"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":[0.00002914232,0.00004225299,0.0003223514,0.00005315687,0.000004569023,0.0001423063,0.0002846,0.00002574114,0.00008973341,0.1400622,0.8423745,0.01656946],"study_design_scores_gemma":[0.00001086188,0.000007801184,0.0002735313,0.00009475416,0.000003856982,0.00006675855,0.0005677107,0.00001175924,0.00005430677,0.01601667,0.9828879,0.000004158338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001237809,0.005770394,0.000448719,0.4933781,0.01935398,0.00002014138,0.0003221483,0.00005219377,0.4794166],"genre_scores_gemma":[0.03236828,0.007062456,0.0006418287,0.5258343,0.01542738,0.00006101267,0.0003129259,0.00006713429,0.4182247],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8656458,"threshold_uncertainty_score":0.4494595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597433675853217,"score_gpt":0.2195515894399336,"score_spread":0.2119541557640804,"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."}}