{"id":"W4387134271","doi":"10.59962/9780774869102-fm","title":"Front Matter","year":2023,"lang":"en","type":"paratext","venue":"University of British Columbia Press eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004219329,0.0005782141,0.0004605302,0.001111386,0.006310922,0.0063838,0.001104641,0.004342607,0.6917917],"category_scores_gemma":[0.002163491,0.0002391573,0.0003591455,0.001183904,0.001794584,0.001322201,0.00158755,0.00180288,0.4460618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00734071,"about_ca_system_score_gemma":0.009181813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2697603,"about_ca_topic_score_gemma":0.5288992,"domain_scores_codex":[0.9992072,0.00003474381,0.0000173492,0.00009966051,0.0004252938,0.0002157589],"domain_scores_gemma":[0.9991448,0.000100808,0.00002069106,0.00006266074,0.0004385203,0.000232426],"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":[0.00001104601,0.000007232851,0.0001719887,0.00004627773,0.00000156844,0.0001005199,0.0001049419,0.00002350689,0.000172359,0.0108966,0.9607204,0.02774353],"study_design_scores_gemma":[0.000002152428,0.000001789731,0.0004669343,0.00004650795,8.609881e-7,0.00002261493,0.000110063,0.00002257592,0.00004777596,0.0007741038,0.998502,0.000002505247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000320852,0.0006658577,0.00006327375,0.004735252,0.001144303,0.00001517246,0.0006258218,0.0001203361,0.9923092],"genre_scores_gemma":[0.002773015,0.0005317822,0.00005183288,0.002557548,0.0002331249,0.000005395303,0.0002663327,0.00005339578,0.9935277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3082083,"threshold_uncertainty_score":0.5363802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882670966825032,"score_gpt":0.2254129696315769,"score_spread":0.2065862599633266,"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."}}