{"id":"W4296571139","doi":"10.33137/rr.v45i1.39111","title":"Front Cover","year":2022,"lang":"en","type":"paratext","venue":"Renaissance and Reformation","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Front (military); Cover (algebra); Geology; Engineering; Oceanography; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002558875,0.0002710592,0.0003373364,0.0002164318,0.0003370261,0.00007322033,0.0001638366,0.0002164696,0.0304264],"category_scores_gemma":[0.00001194197,0.0002123497,0.0000718079,0.0001528438,0.00006993441,0.0005562751,0.0001310447,0.0004786808,0.1999732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367901,"about_ca_system_score_gemma":0.00007965937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006148448,"about_ca_topic_score_gemma":0.000004293189,"domain_scores_codex":[0.998569,0.00008870582,0.000362831,0.0002763188,0.0004330339,0.0002701727],"domain_scores_gemma":[0.9990825,0.00001339252,0.0004423154,0.0003374543,0.00005350365,0.00007080131],"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":[0.00004145335,0.00001636724,0.000005024388,0.0002082994,0.00003236818,0.000001342804,0.0003624297,0.0003464935,0.0001422401,0.0000416884,0.9969544,0.001847915],"study_design_scores_gemma":[0.0003356599,0.00005175477,0.0001596217,0.0001203389,0.00002647493,0.00002311395,0.00006751425,0.0003803784,0.0002299256,0.00002619917,0.9982677,0.00031138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001784871,0.01468789,0.0001593673,0.00009607869,0.001976474,0.0004816346,0.000911072,0.000100797,0.9798018],"genre_scores_gemma":[0.09476501,0.009210435,0.0001828882,0.0004467939,0.00118614,0.0003504128,0.01378158,0.0002619703,0.8798147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1695468,"threshold_uncertainty_score":0.9704599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598429065017128,"score_gpt":0.2588162247070576,"score_spread":0.2428319340568864,"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."}}