{"id":"W4390043079","doi":"10.4171/owr/2023/28","title":"Algebraische Zahlentheorie","year":2023,"lang":"de","type":"article","venue":"Oberwolfach Reports","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008287198,0.0003739916,0.0003631763,0.0002455976,0.0001660657,0.0002011591,0.0002137258,0.0001599642,0.0003718656],"category_scores_gemma":[0.0002915809,0.000396308,0.0002216178,0.001137144,0.00008079589,0.0002489602,0.0002188134,0.0004732223,0.00526401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111902,"about_ca_system_score_gemma":0.00007886524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004027674,"about_ca_topic_score_gemma":0.00000248695,"domain_scores_codex":[0.9969684,0.00003692788,0.0006132485,0.000511202,0.0006647364,0.001205489],"domain_scores_gemma":[0.9983107,0.0001358913,0.00007867236,0.0009354315,0.00007709908,0.0004621914],"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":[0.0000316559,0.0003394635,0.007738473,0.001679171,0.002053682,0.02045312,0.002099338,0.2635459,0.09147881,0.01798688,0.340491,0.2521025],"study_design_scores_gemma":[0.0005977214,0.0001668211,0.02443171,0.0004432456,0.0002204016,0.0001755615,0.0001744094,0.2107191,0.03032459,0.1405336,0.5902696,0.001943334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965397,0.004867627,0.000654255,0.0005788302,0.005363243,0.0004043697,0.00003848709,0.002277476,0.02041874],"genre_scores_gemma":[0.9961576,0.0008784717,0.0001836897,0.00002079286,0.0009790984,0.00005829586,0.0001034725,0.0001522264,0.00146633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2501591,"threshold_uncertainty_score":0.9998489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497145466203964,"score_gpt":0.238136540576297,"score_spread":0.2231650859142574,"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."}}