{"id":"W4389989770","doi":"10.1016/j.is.2023.102339","title":"Foundations and practice of binary process discovery","year":2023,"lang":"en","type":"article","venue":"Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Computer science; Process (computing); Binary number; Data science; Business process discovery; Programming language; Work in process; Business process; Business process modeling; Arithmetic; 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":[0.03522725,0.002170914,0.002674453,0.006455726,0.003706833,0.01529668,0.007155387,0.006368882,0.008507424],"category_scores_gemma":[0.09842253,0.002884261,0.005485028,0.006773642,0.02300012,0.01894177,0.009393496,0.01147077,0.005151882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006843619,"about_ca_system_score_gemma":0.007812454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006437626,"about_ca_topic_score_gemma":0.001976911,"domain_scores_codex":[0.9491689,0.02007839,0.00501806,0.01237526,0.01161971,0.001739659],"domain_scores_gemma":[0.8847049,0.08010498,0.004160308,0.02245845,0.007453606,0.001117731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000265014,0.00003915185,0.0004792044,0.0003303968,0.00003016179,0.00009263729,0.0004724872,0.00649332,0.0002333942,0.966288,0.001252238,0.02426258],"study_design_scores_gemma":[0.00002415211,0.0000150892,0.00008854085,0.0002269511,0.00001433938,0.0001209648,0.00006512593,0.02484538,0.0008127057,0.9563211,0.01743771,0.00002792024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001275795,0.0009562116,0.9874961,0.002148259,0.0000875109,0.0001470423,0.0001491494,0.0005368044,0.007203062],"genre_scores_gemma":[0.0918659,0.002357197,0.897191,0.00145018,0.0004910065,0.0009972154,0.0006850013,0.0005267527,0.004435726],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03522725,"threshold_uncertainty_score":0.1863018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833699263932253,"score_gpt":0.2800358933909709,"score_spread":0.2516989007516484,"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."}}