{"id":"W4235237467","doi":"10.1017/rmu.2018.10","title":"RMU volume 47 issue 1 Cover and Back matter","year":2018,"lang":"en","type":"paratext","venue":"Ramus","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Action (physics); Content (measure theory); Computer science; Environmental science; Engineering; Mathematics; Physics; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000253338,0.000306525,0.0007582987,0.000201932,0.0001474559,0.0002786703,0.0002947038,0.000284044,0.8572769],"category_scores_gemma":[0.00001504314,0.0003525019,0.0001377359,0.00009625707,0.0003002532,0.0001766855,0.0002945856,0.000171133,0.9913651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001768,"about_ca_system_score_gemma":0.0000176231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139536,"about_ca_topic_score_gemma":0.000001642821,"domain_scores_codex":[0.9981551,0.000008083131,0.0005313811,0.0008513186,0.00002769019,0.0004264735],"domain_scores_gemma":[0.9989856,0.00002201328,0.0003758507,0.0004816468,0.00002932301,0.0001055423],"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":[0.00000645157,0.00001734701,0.001037666,0.00007095277,0.0001171578,0.000001008705,0.0002369579,0.000004540387,1.719297e-7,0.0001590012,0.9982733,0.00007547002],"study_design_scores_gemma":[0.0003076334,0.00002647931,0.0006175165,0.00002744993,0.00001145374,0.000003286262,0.00005762586,0.0001402105,0.000002270309,0.0001193757,0.998259,0.0004277003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006845556,0.005432854,0.00006838439,0.0003472165,0.01422742,0.0001942906,0.002625025,0.000009192046,0.976411],"genre_scores_gemma":[0.0005856522,0.001393611,0.0001572517,0.001336178,0.001118155,0.00001439033,0.0001064044,0.00004345407,0.9952449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1340883,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282653828821664,"score_gpt":0.2112634442723997,"score_spread":0.1829980613902333,"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."}}