{"id":"W4243720826","doi":"10.7834/phoenix.69.3-4.fm","title":"Front Matter","year":2015,"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":[0.0002484765,0.0005080721,0.0006314025,0.0002194888,0.00004344803,0.0001014092,0.0006007839,0.0004007293,0.4214922],"category_scores_gemma":[0.00002300328,0.0004714531,0.000171345,0.0001096791,0.00007829576,0.00009940378,0.0002269426,0.0006238981,0.9974753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080528,"about_ca_system_score_gemma":0.0002916378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895341,"about_ca_topic_score_gemma":0.00004311544,"domain_scores_codex":[0.9977557,0.0001200789,0.0003349449,0.0005914334,0.0006064021,0.000591442],"domain_scores_gemma":[0.9982643,0.00002431266,0.0002521786,0.0009867961,0.0002038225,0.0002686313],"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":[0.00004146747,0.00004299712,0.00003070464,0.00005166701,0.00008230462,0.0000128201,0.0004188862,0.00001750334,0.0003656718,8.799078e-7,0.998769,0.0001661004],"study_design_scores_gemma":[0.000378819,0.00002082499,0.00006859477,0.00007496639,0.00006878212,0.00002018417,0.0000124676,0.000007158348,0.0005177181,0.00005651591,0.9982272,0.0005467764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005641457,0.003424833,0.00002542231,0.0001012644,0.005050169,0.000332892,0.002343421,0.0001080928,0.9880497],"genre_scores_gemma":[0.002868342,0.00002357812,0.0002293742,0.0007244601,0.001917867,0.0000953425,0.001986572,0.000506076,0.9916484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5759831,"threshold_uncertainty_score":0.9997737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304967887534611,"score_gpt":0.2897167895749772,"score_spread":0.2592200008215161,"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."}}