{"id":"W7135959407","doi":"","title":"Das erste Jahr NaDiVeG Ergebnisse, Erfahrungen, Empfehlungen","year":2018,"lang":"de","type":"report","venue":"WU Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Interchangeability; MEDLINE; Term (time)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.05377121,0.003294428,0.004253133,0.008719626,0.004308166,0.002624354,0.009431119,0.005398164,0.0423869],"category_scores_gemma":[0.01785069,0.003401299,0.001892344,0.01115089,0.007964002,0.0008491611,0.008313349,0.01467914,0.6709253],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01157035,"about_ca_system_score_gemma":0.03057664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009829,"about_ca_topic_score_gemma":0.004166551,"domain_scores_codex":[0.9405614,0.008525784,0.00410207,0.007932686,0.02748063,0.0113974],"domain_scores_gemma":[0.9530385,0.002727076,0.001789662,0.01201557,0.02557601,0.004853213],"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":[0.001551444,0.001161629,0.004601673,0.002849059,0.006148038,0.005955135,0.002206035,0.000009006279,0.008581171,0.000305331,0.9623814,0.004250105],"study_design_scores_gemma":[0.001793747,0.001976246,0.003028562,0.002520614,0.001137482,0.0004851195,0.0008751132,0.0002812581,0.003445426,0.0006408442,0.9806145,0.003201069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02666895,0.1474932,0.0000180235,0.001184372,0.01303226,0.01280292,0.006842479,0.001209527,0.7907482],"genre_scores_gemma":[0.05284879,0.0411261,0.001199871,0.0001177346,0.03579142,0.002337316,0.008188192,0.005386905,0.8530037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6285384,"threshold_uncertainty_score":0.9997072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3973840550784488,"score_gpt":0.5519676471715153,"score_spread":0.1545835920930665,"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."}}