{"id":"W7000514684","doi":"","title":"Eyes, ears and technology : an evaluation of the use of video-conferencing in BPR workshops","year":2008,"lang":"en","type":"article","venue":"Northumbria Research Link (Northumbria University)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Proteogenomics; Fusible alloy; TSG101; Diafiltration; Articular cartilage damage","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":[],"consensus_categories":[],"category_scores_codex":[0.001815078,0.0001840375,0.0003850296,0.00245474,0.0004344906,0.00007292889,0.0006727038,0.0002090991,0.00004187618],"category_scores_gemma":[0.000880787,0.0001657625,0.00009079573,0.005447741,0.0006962063,0.001373034,0.0005374258,0.0005248027,0.000004426509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007743976,"about_ca_system_score_gemma":0.0004619312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006993449,"about_ca_topic_score_gemma":0.011578,"domain_scores_codex":[0.9974645,0.0002084217,0.0003992153,0.0004829555,0.001030953,0.0004139836],"domain_scores_gemma":[0.9961019,0.000137037,0.000316703,0.0006402732,0.002775718,0.00002840604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001643579,0.0001996614,0.9393555,0.0001657548,0.00008287768,0.00002468282,0.0003093711,0.006591539,0.0009111314,0.008919203,0.00003920956,0.04323673],"study_design_scores_gemma":[0.004993609,0.00007107924,0.5752693,0.0009099395,0.0005500278,0.00001254644,0.003074191,0.3954543,0.0004740046,0.00912726,0.009232068,0.0008317577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976565,0.0001098548,0.0001404245,0.0006766509,0.00005442624,0.000359064,0.000004173936,0.0000428607,0.0009560567],"genre_scores_gemma":[0.9992029,0.0001533397,0.0001357401,0.00002398858,0.0001144574,0.00000336933,0.0000148741,0.00002257299,0.0003287226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3888627,"threshold_uncertainty_score":0.9996191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2051054779203499,"score_gpt":0.2951186097914049,"score_spread":0.09001313187105492,"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."}}