{"id":"W4312940145","doi":"10.51952/9781529219067.fm001","title":"Front Matter","year":2021,"lang":"en","type":"paratext","venue":"Bristol University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; York University; University of Toronto","funders":"University of Waterloo; Deutsches Zentrum für Luft- und Raumfahrt; Canada Research Chairs; Fundação para a Ciência e a Tecnologia; University of Bristol","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.0004950674,0.002119638,0.0009957957,0.001754982,0.002224545,0.006726519,0.001229994,0.003806344,0.9692463],"category_scores_gemma":[0.001582268,0.000729144,0.0007221854,0.001315087,0.001023075,0.002869365,0.002660844,0.002084468,0.947987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260057,"about_ca_system_score_gemma":0.00127519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003400418,"about_ca_topic_score_gemma":0.00528657,"domain_scores_codex":[0.9995843,0.00003724331,0.0000154868,0.00009939186,0.0001638107,0.00009978953],"domain_scores_gemma":[0.9991714,0.0001552265,0.00004181507,0.00008278839,0.0002041651,0.0003446429],"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":[0.00008013288,0.0000513858,0.00008674244,0.0002095172,0.000005200453,0.00009262092,0.00005241293,0.0000703075,0.0006701878,0.003355231,0.9049903,0.09033602],"study_design_scores_gemma":[0.00002095264,0.00002407829,0.0002306237,0.000102946,0.000002519712,0.00005511123,0.00005754731,0.00004465922,0.0001408668,0.0006566615,0.9986593,0.000004917742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002695585,0.0003503567,0.0001595599,0.0009062605,0.001226798,0.00003555183,0.001491474,0.0005342663,0.9950261],"genre_scores_gemma":[0.0006350948,0.0001509917,0.00006024352,0.0001818078,0.0001027265,0.00001124512,0.0003851413,0.0001041683,0.9983687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03075367,"threshold_uncertainty_score":0.0438664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141650592668579,"score_gpt":0.2137746343379333,"score_spread":0.1923581284112475,"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."}}