{"id":"W4312278991","doi":"10.51952/9781447347729.fm001","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"Bristol University Press eBooks","topic":"Politics and Society in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008468844,0.000205611,0.0003558275,0.00003671238,0.0006592465,0.0001003356,0.0007518161,0.0003852669,0.004891287],"category_scores_gemma":[0.00001566009,0.0002636089,0.0002468394,0.00002176138,0.0006864149,0.00005686665,0.0002419899,0.0004432274,0.007476027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705585,"about_ca_system_score_gemma":0.0004616032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02087776,"about_ca_topic_score_gemma":0.00005892053,"domain_scores_codex":[0.9984154,0.0002695142,0.0001323675,0.0003689389,0.0003706559,0.0004430962],"domain_scores_gemma":[0.9990731,0.0000745928,0.0001897292,0.0002589725,0.00008940986,0.0003142245],"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":[0.000008631087,0.000009949922,0.000003744849,0.00003431884,0.00006266952,0.00002435817,0.00715135,0.000002042652,0.000001559913,0.01215704,0.9802508,0.0002935569],"study_design_scores_gemma":[0.0001391104,0.00001163636,0.000008817251,0.00003294681,0.00006358156,3.672636e-7,0.001895327,0.000009373755,0.000005576927,0.00002265698,0.9975092,0.0003013423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002482175,0.0001529098,0.0003723991,0.0005081643,0.0009681712,0.0002619834,0.0003548603,0.00006142595,0.9972953],"genre_scores_gemma":[0.001640913,0.0002715927,0.0003178855,0.001041449,0.0006458467,9.996372e-7,0.0000491395,0.00002472899,0.9960074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02081884,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257023962930985,"score_gpt":0.2600179235566054,"score_spread":0.2343155272635069,"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."}}