{"id":"W4380228526","doi":"10.1515/9780773548473-fm","title":"Front Matter","year":2017,"lang":"en","type":"paratext","venue":"McGill-Queen's University Press eBooks","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001083152,0.0006511729,0.0004888032,0.00154726,0.002865916,0.007542871,0.001035989,0.003999967,0.7282245],"category_scores_gemma":[0.004481789,0.0002205407,0.0002743663,0.001955677,0.002154241,0.004220698,0.003338327,0.001903247,0.4575033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917664,"about_ca_system_score_gemma":0.003564052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511861,"about_ca_topic_score_gemma":0.00725942,"domain_scores_codex":[0.9989543,0.0002290138,0.00006300896,0.0002202505,0.0004066797,0.0001267889],"domain_scores_gemma":[0.9974948,0.0007141684,0.0001594092,0.0002951293,0.0005865811,0.000749871],"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":[0.00002189448,0.00002262766,0.0005294857,0.000227671,0.00000363011,0.00007194144,0.0003955966,0.00001684139,0.0001456898,0.02364139,0.8826867,0.09223653],"study_design_scores_gemma":[0.000001812094,0.000002348766,0.0003582132,0.0001498274,7.336913e-7,0.0000288558,0.0002616603,0.000005173402,0.00001726594,0.001000496,0.9981725,0.000001133904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006398435,0.008736479,0.0001599104,0.02742792,0.006694946,0.00002517763,0.001145681,0.0001055922,0.9550645],"genre_scores_gemma":[0.006193422,0.006690963,0.000165681,0.007779419,0.002329996,0.00003733788,0.0006003603,0.00009398181,0.9761088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2717755,"threshold_uncertainty_score":0.3876548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378935683611582,"score_gpt":0.2748023792996929,"score_spread":0.2510130224635771,"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."}}