{"id":"W2883388877","doi":"10.1515/iwp-2018-0023","title":"PwCPlus 3.0 – Fachinformationssystem migriert agil","year":2018,"lang":"de","type":"article","venue":"Information - Wissenschaft & Praxis","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Sociology","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004349936,0.0006169693,0.0007359639,0.0006701635,0.002784845,0.0002960216,0.0005848208,0.001175631,0.005069695],"category_scores_gemma":[0.006390971,0.0005324457,0.0002904215,0.001038318,0.0006026253,0.008042651,0.0003133763,0.001909497,0.1071177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129279,"about_ca_system_score_gemma":0.001156158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336085,"about_ca_topic_score_gemma":0.0001839181,"domain_scores_codex":[0.9918169,0.001298317,0.00371318,0.0003831761,0.001562306,0.001226099],"domain_scores_gemma":[0.9913164,0.001951858,0.002527139,0.00120672,0.002158217,0.0008397172],"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":[0.0009164148,0.0003347071,0.002242288,0.006021841,0.0006210838,0.000007791854,0.2139398,0.00009229482,0.0001081971,0.02207852,0.6183669,0.1352701],"study_design_scores_gemma":[0.001738337,0.0006851124,0.007139952,0.0009365275,0.0001805784,0.00001608732,0.0269138,0.01645724,0.00003944243,0.0003570847,0.9449367,0.0005991776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2335762,0.005913598,0.07194863,0.1318273,0.06958801,0.01750586,0.001622597,0.002554365,0.4654634],"genre_scores_gemma":[0.9638627,0.0008943732,0.005892745,0.01388599,0.006320597,0.0002797372,0.001476064,0.0000861092,0.007301717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7302865,"threshold_uncertainty_score":0.9997127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869233039516333,"score_gpt":0.3865724789120092,"score_spread":0.3578801485168459,"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."}}