{"id":"W7164890730","doi":"10.1080/17153379.2012.12556663","title":"Front Matter","year":2012,"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":[0.0002294181,0.001130246,0.0004881588,0.0009241632,0.00215389,0.003718662,0.0005232652,0.00231068,0.8828088],"category_scores_gemma":[0.0009219842,0.000316772,0.0003419358,0.000745539,0.0007407767,0.001669103,0.001263689,0.001588903,0.8011165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989366,"about_ca_system_score_gemma":0.001048799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561707,"about_ca_topic_score_gemma":0.007188637,"domain_scores_codex":[0.9998419,0.00001332234,0.000004692185,0.0000447394,0.00004499468,0.00005033872],"domain_scores_gemma":[0.9996783,0.00005203224,0.00002008987,0.00002169461,0.00007556293,0.0001523561],"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":[0.0000776818,0.000102769,0.0009035608,0.0001040461,0.000006202633,0.0001608311,0.00009531362,0.00004667979,0.000450244,0.00491526,0.882057,0.1110805],"study_design_scores_gemma":[0.00001712934,0.00002683068,0.001661595,0.0001201743,0.00000510779,0.0001087574,0.0002567435,0.00005449971,0.0001623299,0.000779365,0.9968028,0.000004717095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089054,0.0002375482,0.00009122657,0.001472391,0.001134898,0.00002341724,0.0006060753,0.0001690764,0.9951763],"genre_scores_gemma":[0.002038739,0.0001991877,0.00006637631,0.0006849818,0.0002076509,0.000008275383,0.0002095532,0.00004253735,0.9965426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1171912,"threshold_uncertainty_score":0.167159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359557783009679,"score_gpt":0.2305435968395389,"score_spread":0.2169480190094421,"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."}}