{"id":"W4362686956","doi":"10.21468/scipost.report.5600","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":[0.001046103,0.00095959,0.001757083,0.0009118363,0.001549548,0.003726995,0.001744843,0.001997862,0.7506231],"category_scores_gemma":[0.002668556,0.0002525014,0.0003916645,0.001676049,0.0007512659,0.001861625,0.002990775,0.001503604,0.6632756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638456,"about_ca_system_score_gemma":0.001027698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454945,"about_ca_topic_score_gemma":0.003360382,"domain_scores_codex":[0.9989781,0.0002646035,0.00002594983,0.0002360099,0.0003411336,0.0001541796],"domain_scores_gemma":[0.9990809,0.0001546155,0.00005949148,0.0002120687,0.0002496084,0.0002431887],"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":[0.0003552234,0.0001662578,0.0005113927,0.0005155039,0.00004603073,0.0002189166,0.0001190744,0.0004639957,0.003179237,0.04198758,0.7892364,0.1632004],"study_design_scores_gemma":[0.00004900522,0.00004345743,0.0004364511,0.0001314435,0.000009759397,0.00006960869,0.00006602446,0.0007776501,0.0004815755,0.006904773,0.9910163,0.00001399794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003822189,0.001742257,0.006079681,0.005802133,0.00410791,0.0003070301,0.02268938,0.003891441,0.951558],"genre_scores_gemma":[0.03098473,0.002077653,0.008729708,0.00180427,0.001578947,0.0004300936,0.02440291,0.001935467,0.9280563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7506231,"threshold_uncertainty_score":0.3557059,"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."}}