{"id":"W4243299899","doi":"10.1142/9789814590266_fmatter","title":"FRONT MATTER","year":2014,"lang":"en","type":"paratext","venue":"Asia-Pacific business series","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003959942,0.00179489,0.00212479,0.0007919261,0.0004375658,0.0007932095,0.001332545,0.00137601,0.1649571],"category_scores_gemma":[0.00009339822,0.001685659,0.0003509976,0.001060705,0.0009623754,0.001075397,0.0004646242,0.001025177,0.9300234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564593,"about_ca_system_score_gemma":0.000503481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003472674,"about_ca_topic_score_gemma":0.0001187479,"domain_scores_codex":[0.9942419,0.0003318318,0.001134826,0.001745072,0.001035991,0.001510375],"domain_scores_gemma":[0.9947521,0.00008842377,0.0009937966,0.00271628,0.001160075,0.0002893272],"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":[0.0002694093,0.0001021295,0.0002824837,0.0009600741,0.0002272569,0.00003528498,0.0003144239,0.00007314651,0.0006008311,0.0000896237,0.9966414,0.0004039209],"study_design_scores_gemma":[0.0004713607,0.00003955721,0.004393467,0.0006042776,0.0001960337,0.0002490222,0.0006051352,0.000004960901,0.0007385032,0.0001298967,0.9906527,0.001915033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004724117,0.002700335,0.000536162,0.002488914,0.01420256,0.0009449503,0.002212672,0.0005342117,0.9759078],"genre_scores_gemma":[0.01434055,0.0003489701,0.0009882998,0.0002458076,0.003472305,0.0004190468,0.006626401,0.001310854,0.9722478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7650663,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132261467074909,"score_gpt":0.2281030509797123,"score_spread":0.2167804363089632,"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."}}