{"id":"W4406857893","doi":"10.57598/r174c","title":"Stakeholder Involvement in KCE working processes","year":2012,"lang":"en","type":"book","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004645198,0.0005396386,0.0006358502,0.000995308,0.0001323915,0.0005090879,0.000487784,0.0003306717,0.00100406],"category_scores_gemma":[0.00004866025,0.0004746398,0.000123056,0.0009026979,0.00005100456,0.001119612,0.0002924664,0.0004437267,0.000645197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348692,"about_ca_system_score_gemma":0.0002140293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005044942,"about_ca_topic_score_gemma":0.001548328,"domain_scores_codex":[0.997587,0.000004203408,0.0006278488,0.0006058188,0.0005706652,0.0006044724],"domain_scores_gemma":[0.9986736,0.00003744671,0.0004813352,0.0003811465,0.0004080168,0.0000184967],"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":[0.0002139516,0.002491539,0.08603782,0.05738328,0.001388131,0.0002051913,0.0009953617,0.008550229,0.00003536074,0.1482084,0.3800202,0.3144706],"study_design_scores_gemma":[0.0004838536,0.000002255334,0.0001776895,0.001905323,0.0004032117,6.875765e-7,0.0001655681,0.001622803,0.000005522758,0.01124479,0.9828351,0.001153239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004625464,0.005119676,0.001062975,0.0004893205,0.0004256934,0.000317647,0.000001923781,0.0003418766,0.9917783],"genre_scores_gemma":[0.1638655,0.0003657694,0.0001979489,0.003773025,0.005876532,0.00010657,0.0004999999,0.0002018915,0.8251128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6028149,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09619874819840898,"score_gpt":0.2291355857908274,"score_spread":0.1329368375924184,"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."}}