{"id":"W4236642108","doi":"10.21468/scipost.report.787","title":"Report on 1810.05151v2","year":2019,"lang":"en","type":"peer-review","venue":"","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Perimeter Institute","funders":"Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Agencia Estatal de Investigación; Uniwersytet Warszawski; Natural Sciences and Engineering Research Council of Canada; Institut Périmètre de physique théorique; Chulalongkorn University; John Templeton Foundation; Government of Canada; Deutsche Forschungsgemeinschaft; Mainz Institute for Theoretical Physics, Johannes Gutenberg University Mainz; European Commission; Universiteit van Amsterdam; National Science Foundation; Hanyang University; Alexander von Humboldt-Stiftung; Hebrew University of Jerusalem; National Taiwan University; Simons Foundation","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001071954,0.0007302441,0.001057026,0.000929791,0.001246078,0.003705128,0.001382223,0.002053507,0.7589831],"category_scores_gemma":[0.002774197,0.0002439884,0.0003311662,0.001427001,0.0006763226,0.001698826,0.002385609,0.001543655,0.7228594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449277,"about_ca_system_score_gemma":0.0009349087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384787,"about_ca_topic_score_gemma":0.002312908,"domain_scores_codex":[0.9989848,0.0002441084,0.00002631029,0.0002273515,0.0003538892,0.0001635329],"domain_scores_gemma":[0.998896,0.0001371399,0.00006787761,0.0002610518,0.0003835602,0.0002543924],"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":[0.0002186957,0.00008562245,0.0004958282,0.0004163373,0.00002934706,0.0001988848,0.00007897575,0.0003620141,0.002527416,0.03120089,0.7840542,0.1803317],"study_design_scores_gemma":[0.00001504689,0.00002041629,0.000291662,0.00006807311,0.000003606236,0.00004790131,0.00003388128,0.0003838959,0.00040339,0.00252589,0.9961988,0.000007365054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001881319,0.001511811,0.003981425,0.004227632,0.004068001,0.000201491,0.007158027,0.002087784,0.9748825],"genre_scores_gemma":[0.01409499,0.0009105382,0.002282659,0.0005930067,0.0006799115,0.0001849463,0.005665586,0.0007868712,0.9748014],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7589831,"threshold_uncertainty_score":0.3437813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523304917865987,"score_gpt":0.2894580554263189,"score_spread":0.274225006247659,"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."}}