{"id":"W7033279466","doi":"","title":"Professionelle Simulation: Begriff - Ausdeutungen - Dimensionen - Handlungsfelder","year":2020,"lang":"de","type":"book-chapter","venue":"OPUS (Augsburg University)","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":[0.0002206086,0.001262824,0.001512907,0.0007277631,0.0008392787,0.00009139535,0.001048466,0.001559716,0.003308042],"category_scores_gemma":[0.0002279567,0.001395509,0.0007370047,0.0003741566,0.0004570782,0.0006623387,0.001313031,0.001752406,0.001784991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799662,"about_ca_system_score_gemma":0.0003673559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003065441,"about_ca_topic_score_gemma":8.060417e-7,"domain_scores_codex":[0.9958913,0.0001723039,0.0008513303,0.001431501,0.0008959137,0.0007576367],"domain_scores_gemma":[0.9953057,0.0009563122,0.001066572,0.001397854,0.0006139946,0.0006595973],"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":[0.0005357518,0.0001811768,0.00004988916,0.0006300592,0.00138949,0.001825749,0.001188322,0.001146029,0.00808541,0.9746348,0.007883335,0.002450028],"study_design_scores_gemma":[0.001493946,0.0005381238,0.000007261618,0.002156967,0.002528324,0.00001279438,0.000573118,0.003003668,0.008755896,0.2155671,0.7630038,0.002359022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004982912,0.008187382,0.3517224,0.01208717,0.00860857,0.02118665,0.002615043,0.01165527,0.5789546],"genre_scores_gemma":[0.1030838,0.002131216,0.02323294,0.000502479,0.001366487,0.000005611786,0.0007307988,0.0005824559,0.8683643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7590676,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333836458689981,"score_gpt":0.3298365050929562,"score_spread":0.1964528592239581,"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."}}