{"id":"W4235944445","doi":"10.1007/978-3-662-49054-9_1183-1","title":"Fumarsäure","year":2018,"lang":"de","type":"book-chapter","venue":"","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007193986,0.000530715,0.001019018,0.0001432311,0.000122182,0.00002865522,0.0003866821,0.001621168,0.6417661],"category_scores_gemma":[0.0005287075,0.0002811032,0.0004411561,0.00005793399,0.001390143,0.00001951818,0.0004072488,0.001542282,0.1900221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007519155,"about_ca_system_score_gemma":0.0002310527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002985215,"about_ca_topic_score_gemma":0.000006147988,"domain_scores_codex":[0.9964763,0.00005190739,0.0006366211,0.0008154525,0.001222743,0.0007969872],"domain_scores_gemma":[0.9973086,0.0003401221,0.0001184772,0.0006497258,0.0003472947,0.001235847],"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":[0.0009024377,0.0003186032,0.0004807999,0.0007619221,0.001467363,0.001594971,0.00005049587,7.131042e-9,0.0004340631,0.1825124,0.6196952,0.1917817],"study_design_scores_gemma":[0.0007718166,0.002634495,0.0001410827,0.0007657905,0.0002777187,0.000023783,0.00001572752,0.00002731234,0.0001361979,0.008046979,0.9867882,0.000370908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003032474,0.01221916,0.00008942499,0.006893968,0.0008699783,0.000643547,0.00004091346,0.0001033849,0.9788364],"genre_scores_gemma":[0.003095841,0.015734,0.0003117762,0.003822271,0.009400348,0.000008033141,0.0002892736,0.00004865919,0.9672898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.451744,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09340284590677936,"score_gpt":0.3364549205003547,"score_spread":0.2430520745935753,"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."}}