{"id":"W4400606534","doi":"10.54648/amdm2020032","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"Arbitration.","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001252466,0.0001720594,0.0002190199,0.00003845747,0.000315281,0.0003320335,0.0002096326,0.00023062,0.004944657],"category_scores_gemma":[0.000731965,0.0001487737,0.00008576959,0.00002064901,0.0002111527,0.0001404109,0.00004634565,0.000739501,0.002309761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000044802,"about_ca_system_score_gemma":0.0004611256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187172,"about_ca_topic_score_gemma":0.0001909316,"domain_scores_codex":[0.9983561,0.0000543485,0.0002095025,0.0002674349,0.0009142975,0.000198319],"domain_scores_gemma":[0.998776,0.0004434398,0.00008107781,0.000149828,0.0004523994,0.00009720751],"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":[0.00001553598,0.00001500955,3.739009e-7,0.00002504643,0.00003261711,0.000002584109,0.001233865,7.325032e-8,0.000001660125,0.1596565,0.8389308,0.0000859422],"study_design_scores_gemma":[0.000165584,0.00009127938,1.899555e-7,0.00001736468,0.0000280331,3.151432e-8,0.0005376688,0.000008953687,0.000004100085,0.001952137,0.9970255,0.0001690987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[1.377341e-7,0.00005381784,0.00003245337,0.0001797824,0.6031747,0.00008244728,0.0001984194,0.00005436159,0.3962238],"genre_scores_gemma":[0.0001924601,0.00003264982,0.00002301873,0.00008542515,0.97588,0.00003990463,0.0007749817,0.00003176211,0.02293986],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.373284,"threshold_uncertainty_score":0.998467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514185955367202,"score_gpt":0.2793876912290251,"score_spread":0.254245831675353,"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."}}