{"id":"W2588352445","doi":"10.1055/s-0041-101735","title":"Daumen hoch oder Daumen runter?","year":2015,"lang":"de","type":"article","venue":"Lege artis - Das Magazin zur ärztlichen Weiterbildung","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Philosophy; Humanities","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005112201,0.001406691,0.002138796,0.0004379339,0.001911183,0.0001945633,0.001388204,0.001414383,0.002871764],"category_scores_gemma":[0.003102022,0.001267535,0.0004314724,0.001145714,0.0006396791,0.0009377007,0.002037706,0.003687489,0.04046441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433301,"about_ca_system_score_gemma":0.002322224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787228,"about_ca_topic_score_gemma":0.001028884,"domain_scores_codex":[0.984778,0.002849527,0.003251796,0.002076872,0.002201479,0.004842281],"domain_scores_gemma":[0.9895142,0.001358771,0.0010516,0.002198952,0.0008366015,0.005039888],"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":[0.001292864,0.0009626131,0.04470335,0.001958203,0.000757224,0.0005391497,0.04792739,0.00001081456,0.0003067491,0.00165513,0.8801776,0.01970893],"study_design_scores_gemma":[0.005968292,0.001375074,0.01638632,0.001553592,0.0004901635,0.00002384272,0.005410454,0.0008185111,0.00008202789,0.0008557204,0.9656601,0.001375921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5273273,0.1052787,0.002615738,0.1564382,0.03562991,0.01152161,0.001102602,0.00224851,0.1578373],"genre_scores_gemma":[0.8622661,0.004937932,0.003654889,0.06031661,0.01615914,0.001280746,0.0006147818,0.0006078521,0.05016198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349387,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162043899854795,"score_gpt":0.441743542814416,"score_spread":0.3255391528289365,"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."}}