{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001561459,0.0004903007,0.001093541,0.000204301,0.0001936861,0.00004198911,0.000873736,0.0002249262,0.1057693],"category_scores_gemma":[0.005256549,0.0004002655,0.0003547043,0.0004348704,0.0000572213,0.00006153842,0.0007199732,0.001932514,0.0009313618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004965494,"about_ca_system_score_gemma":0.0005412955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003519362,"about_ca_topic_score_gemma":0.00004989231,"domain_scores_codex":[0.9950936,0.0002219733,0.0008905132,0.0009113941,0.002309593,0.0005729084],"domain_scores_gemma":[0.9958509,0.0008534318,0.0003546697,0.002393952,0.0003571039,0.0001899455],"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":[0.000005696227,0.0001147451,0.000001306246,0.003150862,0.00007119442,0.001368084,0.000007022495,9.503196e-7,0.000001205266,0.01959296,0.9735085,0.002177456],"study_design_scores_gemma":[0.0001306711,0.0001165959,6.649885e-7,0.001017485,0.00007156107,0.0002805347,0.00001132465,0.000003136285,0.00003824602,0.02040971,0.9774928,0.0004272767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002096492,0.0129215,0.0005424128,0.07385749,0.003874792,0.003153809,0.0003912805,0.0006053347,0.9046324],"genre_scores_gemma":[0.000003840714,0.003339437,0.006049648,0.004215281,0.0004646818,0.0006012228,0.0009055126,0.000197412,0.9842229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1048379,"threshold_uncertainty_score":0.9998465,"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."}}