{"id":"W4234819855","doi":"10.3138/flor.30.fm","title":"Front Matter","year":2013,"lang":"en","type":"paratext","venue":"Florilegium","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); History; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001331333,0.0008312951,0.0008891471,0.0003363348,0.00009948452,0.0002816322,0.0008840683,0.0008382919,0.810451],"category_scores_gemma":[0.0000163595,0.0007706172,0.000325998,0.0001522394,0.0001159797,0.0002974416,0.0003041376,0.0009695262,0.9990891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004254325,"about_ca_system_score_gemma":0.0002031875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005176327,"about_ca_topic_score_gemma":0.00001570483,"domain_scores_codex":[0.9967335,0.0001384491,0.0005239396,0.0009534588,0.0006776567,0.0009729335],"domain_scores_gemma":[0.9975063,0.0000440632,0.0003728094,0.001582385,0.0002078604,0.0002865482],"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":[0.00001823801,0.00003989879,0.00001832348,0.0001216736,0.000123465,0.000009303256,0.00008972589,0.00003816799,0.0000200116,0.00001691438,0.9994962,0.000008133718],"study_design_scores_gemma":[0.0002949557,0.00002903069,0.0002011893,0.000135306,0.00007718398,0.00001402086,0.00001297685,0.00007514063,0.0000170811,0.00004023274,0.9982038,0.0008990437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001634751,0.0007787053,0.0003745188,0.0001203473,0.3635534,0.0005319819,0.001474887,0.000119844,0.63303],"genre_scores_gemma":[0.00001910978,0.00001696505,0.0008783112,0.0007308111,0.1858976,0.0003871276,0.002340896,0.0006040948,0.8091251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1886382,"threshold_uncertainty_score":0.9994745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482679930058018,"score_gpt":0.2473117852513876,"score_spread":0.2324849859508075,"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."}}