{"id":"W52339850","doi":"10.1007/978-3-642-31095-9_24","title":"Validation of User Intentions in Process Models","year":2012,"lang":"en","type":"book-chapter","venue":"Notes on numerical fluid mechanics and multidisciplinary design","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; Simon Fraser University","funders":"","keywords":"Computer science; Business process modeling; Business process; Artifact-centric business process model; Process (computing); Realization (probability); Software engineering; Process modeling; Identification (biology); Business rule; Data mining; Work in process; Programming language; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023706,0.0008241181,0.0005793907,0.0007145879,0.0006178069,0.002910342,0.001551006,0.001568996,0.005238904],"category_scores_gemma":[0.08346627,0.0006477754,0.001155288,0.0003655993,0.001729396,0.003859919,0.002817962,0.001657493,0.001489693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006124962,"about_ca_system_score_gemma":0.001264471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302575,"about_ca_topic_score_gemma":0.001992957,"domain_scores_codex":[0.9859611,0.009668806,0.0004934916,0.000983407,0.002548613,0.0003445236],"domain_scores_gemma":[0.9052972,0.07648657,0.001898974,0.01111505,0.004771745,0.0004304621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007674309,0.002877283,0.04545802,0.001448242,0.0004698836,0.0008889246,0.01750918,0.3246589,0.05330154,0.1050668,0.006021138,0.4346259],"study_design_scores_gemma":[0.00009035914,0.0004833945,0.00198524,0.00007543326,0.00006133991,0.00004879077,0.0006494143,0.9591166,0.01980336,0.01657666,0.001069693,0.00003986549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4042056,0.00008903487,0.5816652,0.0003093533,0.00006485732,0.0003229105,0.0004594682,0.002970187,0.009913371],"genre_scores_gemma":[0.9326204,0.00004602272,0.0644829,0.00005224894,0.000006763536,0.0002286994,0.0005579732,0.0003152072,0.001689801],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01023706,"threshold_uncertainty_score":0.05413938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09056997488552022,"score_gpt":0.3111744782001141,"score_spread":0.2206045033145939,"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."}}