{"id":"W4385661417","doi":"10.1515/9783110741131-207","title":"Bearbeiterverzeichnis","year":2023,"lang":"de","type":"book-chapter","venue":"","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001808663,0.0004267683,0.0008984806,0.0005413133,0.0002934519,0.00005698496,0.0005513771,0.0007967205,0.1149794],"category_scores_gemma":[0.0004149195,0.0002977113,0.0003366066,0.00023288,0.0008102381,0.0000514867,0.000445494,0.001766639,0.2241767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031888,"about_ca_system_score_gemma":0.001020313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683685,"about_ca_topic_score_gemma":0.00005521814,"domain_scores_codex":[0.9941186,0.00003499049,0.0008892848,0.0009156399,0.002850635,0.001190795],"domain_scores_gemma":[0.9963524,0.0004767036,0.0001425378,0.0007534018,0.0002744677,0.002000464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001699445,0.0001124333,0.001076371,0.003553128,0.0004457884,0.002275359,0.0002498173,5.061735e-7,0.00002553063,0.628168,0.2280597,0.1358633],"study_design_scores_gemma":[0.0006305088,0.0008800975,0.0008754795,0.001491196,0.0001640319,0.00001144027,0.00003526766,0.0006926398,0.00001153815,0.006848641,0.9880275,0.0003316252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003525915,0.003486591,0.0001009256,0.01893093,0.002697217,0.0009661224,0.00005431901,0.0002569,0.9734718],"genre_scores_gemma":[0.0004512068,0.02127628,0.0002353705,0.003803975,0.003185233,0.00002354297,0.0001515143,0.00008756879,0.9707853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7599678,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718829307585732,"score_gpt":0.4168486331401611,"score_spread":0.2449657023815879,"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."}}