{"id":"W4387616189","doi":"10.3813/9783777632032","title":"Totenschau","year":2023,"lang":"de","type":"book","venue":"S. Hirzel Verlag eBooks","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002839133,0.0008556989,0.001771819,0.0008561461,0.0007185035,0.0001373081,0.001262487,0.001530636,0.004668573],"category_scores_gemma":[0.001162529,0.0006899028,0.0005799863,0.0003355593,0.001766964,0.00005850365,0.0007523354,0.003705271,0.07624198],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175352,"about_ca_system_score_gemma":0.008613716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799724,"about_ca_topic_score_gemma":0.0001059122,"domain_scores_codex":[0.9896461,0.000246041,0.001462835,0.001661889,0.004331178,0.002651954],"domain_scores_gemma":[0.9935822,0.0009767937,0.0003860985,0.001526573,0.0005147563,0.003013529],"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":[0.0004536585,0.0001739097,0.0003861797,0.005827636,0.0005941499,0.00471138,0.002921785,0.00000168027,0.0001873402,0.0165912,0.8005217,0.1676293],"study_design_scores_gemma":[0.001936333,0.001295752,0.0009681887,0.003368521,0.0003622667,0.00003429809,0.0002145647,0.0004859589,0.00005783962,0.005217111,0.9853528,0.000706328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001422598,0.005838123,0.00004973787,0.004211061,0.009679641,0.002797426,0.000228286,0.0005366395,0.9752365],"genre_scores_gemma":[0.0008704969,0.002269002,0.0001204414,0.003985258,0.009090434,0.0001575412,0.0002810046,0.0002000602,0.9830258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1848311,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09091136163021833,"score_gpt":0.3717089069728887,"score_spread":0.2807975453426704,"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."}}