{"id":"W4206146154","doi":"10.7834/phoenix.74.1-2.fm","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"Phoenix","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); 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":[0.00006800106,0.0005060706,0.0006490263,0.000130086,0.00005424549,0.0001060678,0.0006027496,0.0003088906,0.5560443],"category_scores_gemma":[0.0000188414,0.0004937811,0.0002432166,0.0001400012,0.00006105924,0.00007324812,0.0002543849,0.0007761806,0.9977577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220403,"about_ca_system_score_gemma":0.0001412024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628756,"about_ca_topic_score_gemma":0.00001460418,"domain_scores_codex":[0.9979344,0.00009910385,0.0003390059,0.0006973289,0.0004261616,0.00050402],"domain_scores_gemma":[0.9987806,0.00003176253,0.0002264889,0.0006692148,0.00005890219,0.0002329985],"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":[0.00004481339,0.00002629352,0.00002744137,0.0001113895,0.0001112119,0.00002742059,0.0004756615,0.000011186,0.001723722,0.000001421104,0.9972782,0.000161245],"study_design_scores_gemma":[0.0002653735,0.00002143062,0.0001176541,0.00007054786,0.00007697577,0.00001062218,0.000009361061,0.00001544687,0.00173493,0.00001780994,0.9971322,0.0005276741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000198999,0.001862918,0.00007466102,0.0006576587,0.003494982,0.0003637487,0.00272155,0.0001514894,0.990474],"genre_scores_gemma":[0.005877628,0.00005388462,0.0003481396,0.004021612,0.00264793,0.0001089433,0.002400034,0.0006489265,0.9838929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4417134,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199637791519585,"score_gpt":0.2683573546714357,"score_spread":0.2463609767562399,"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."}}