{"id":"W4362686833","doi":"10.21468/scipost.report.5678","title":"Report on 2205.06216v1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Périmètre de physique théorique","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009871977,0.0007673015,0.001449493,0.0008812631,0.001434092,0.003387118,0.001621236,0.00166318,0.7325739],"category_scores_gemma":[0.002781173,0.0002120887,0.0003222696,0.001664317,0.0006520069,0.001684786,0.00260065,0.001292634,0.6369882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458798,"about_ca_system_score_gemma":0.001064546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275273,"about_ca_topic_score_gemma":0.003397901,"domain_scores_codex":[0.9990653,0.0002425582,0.00002589114,0.0001960684,0.0003364895,0.0001338073],"domain_scores_gemma":[0.9990403,0.0001489011,0.00006247887,0.0002063608,0.0002789328,0.0002630153],"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":[0.0002558163,0.0001303474,0.0004441041,0.0004763234,0.00003618899,0.0001822628,0.0001032338,0.0004220387,0.002636274,0.03847734,0.7939057,0.1629303],"study_design_scores_gemma":[0.000032458,0.00003478176,0.0003657577,0.0001092194,0.000007294583,0.00005818337,0.00005665702,0.0005755022,0.0004153444,0.005824205,0.9925106,0.00001009153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00367954,0.001802809,0.005323995,0.006340938,0.004431987,0.0002729338,0.01875236,0.00280657,0.9565889],"genre_scores_gemma":[0.02721579,0.00215213,0.006945054,0.001443546,0.001544581,0.0003190796,0.01810757,0.001391318,0.9408809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7325739,"threshold_uncertainty_score":0.3814509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428676519438082,"score_gpt":0.463398554390349,"score_spread":0.3205309024465408,"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."}}