{"id":"W4393977611","doi":"10.21468/scipost.report.3360","title":"Report on 2107.00766v1","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Institut Périmètre de physique théorique","keywords":"Psychology","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":[0.001048687,0.0005962717,0.0008633318,0.0008372387,0.001138435,0.002698516,0.001058902,0.001494407,0.8356909],"category_scores_gemma":[0.003246238,0.0001997512,0.0002729956,0.001239102,0.0004088423,0.001286703,0.001723392,0.001172264,0.8546305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150766,"about_ca_system_score_gemma":0.001325844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763293,"about_ca_topic_score_gemma":0.005708638,"domain_scores_codex":[0.9990401,0.0001488967,0.00002824874,0.0001826058,0.0004635226,0.0001366971],"domain_scores_gemma":[0.9984288,0.0001527716,0.00006331514,0.0003017026,0.0006382741,0.0004151461],"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":[0.00007306795,0.00005436882,0.0002197146,0.000139951,0.000009368425,0.0000558634,0.00002595262,0.0001595896,0.0008720644,0.006528954,0.8653764,0.1264846],"study_design_scores_gemma":[0.000007486306,0.000008521303,0.0001749343,0.0000247962,0.000001550448,0.00001083182,0.00001161878,0.0001174648,0.0001632396,0.0005554548,0.998921,0.000003026386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007327733,0.0005562039,0.002685683,0.002725437,0.002446148,0.0002146176,0.01187474,0.002541374,0.9762229],"genre_scores_gemma":[0.003497075,0.0003577223,0.00132776,0.0003718336,0.0002860591,0.0001292252,0.007329887,0.0008903345,0.9858101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8356909,"threshold_uncertainty_score":0.234367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987935870433764,"score_gpt":0.318104879607576,"score_spread":0.2882255209032383,"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."}}