{"id":"W4387484471","doi":"10.1515/9780887554377-fm","title":"Front Matter","year":2013,"lang":"en","type":"paratext","venue":"University of Manitoba Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Western University","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009523943,0.0005220124,0.0007750736,0.0003241505,0.0001694909,0.00005500119,0.001447802,0.0006158426,0.03630286],"category_scores_gemma":[0.000003807617,0.0006455697,0.0003181665,0.00001308595,0.0004612633,0.0001448253,0.0008288941,0.0006142976,0.4982562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911541,"about_ca_system_score_gemma":0.0001130866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04719486,"about_ca_topic_score_gemma":0.002880117,"domain_scores_codex":[0.9978536,0.0002121339,0.0002590403,0.0006432426,0.0005229996,0.0005089359],"domain_scores_gemma":[0.9977697,0.00005859277,0.000615469,0.00105195,0.0003158445,0.0001884893],"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":[0.0001021348,0.00005127889,0.00002741626,0.0002938543,0.0003225548,0.00003323616,0.0005121844,0.00002593549,0.0002911524,0.00008434704,0.99783,0.0004259248],"study_design_scores_gemma":[0.0007323469,0.00004074374,0.0002899548,0.000267808,0.0002803252,0.000006242306,0.0005884064,0.00002387145,0.0008288808,0.00001714652,0.996316,0.0006083049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003079596,0.0003431383,0.0001434448,0.000009244605,0.0009306603,0.0007909018,0.001318746,0.00009300181,0.9932913],"genre_scores_gemma":[0.001611202,0.00004042498,0.0005909116,0.00005289594,0.0002293879,0.000001228722,0.0002621915,0.0001527772,0.997059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4619533,"threshold_uncertainty_score":0.9995996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267573673443437,"score_gpt":0.2006765517449242,"score_spread":0.1739191844005805,"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."}}