{"id":"W28460572","doi":"10.1080/17474124.2017.1324296","title":"Prozessintegration von Unified Communication & Collaboration","year":2010,"lang":"en","type":"dissertation","venue":"Expert Review of Gastroenterology & Hepatology","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Friends of Hebrew University; Canadian Cancer Society Research Institute","keywords":"Humanities; Physics; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005953725,0.0004706068,0.001141206,0.0005653716,0.0001614575,0.0001182452,0.0007210354,0.0007344257,0.0006584811],"category_scores_gemma":[0.0006806732,0.0004510112,0.0001746983,0.0006969302,0.0002647144,0.001120868,0.0001080786,0.0008287836,0.0001253876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006655159,"about_ca_system_score_gemma":0.0001706678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002310175,"about_ca_topic_score_gemma":0.003391143,"domain_scores_codex":[0.9971821,0.0001106393,0.001514292,0.000498761,0.0003339118,0.0003603112],"domain_scores_gemma":[0.9945428,0.00006005285,0.002553358,0.0008484327,0.001979135,0.00001617279],"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":[0.002328856,0.001157854,0.03984658,0.02530011,0.0005429269,0.00002227913,0.0005748554,0.0000016347,0.007162814,0.1213621,0.7547204,0.04697958],"study_design_scores_gemma":[0.001365428,0.0003175024,0.003252629,0.01744558,0.0004049621,0.00004126978,0.001139782,0.000168732,0.001751539,0.003409899,0.9698967,0.0008060141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7342445,0.07204903,0.0005851212,0.04626847,0.01851531,0.007117807,0.0001019698,0.0008760001,0.1202418],"genre_scores_gemma":[0.7973081,0.06121394,0.003477506,0.05844665,0.003114201,0.00277858,0.06803469,0.0004144173,0.005211908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151763,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166671955039863,"score_gpt":0.2999211173097436,"score_spread":0.2832539218057573,"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."}}