{"id":"W3081524585","doi":"","title":"Modeling and Selecting Frameworks in terms of Patterns, Tactics, and System Qualities.","year":2020,"lang":"en","type":"article","venue":"Software Engineering and Knowledge Engineering","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002450526,0.0002731117,0.000436578,0.000321859,0.00006180043,0.0001470532,0.00009161,0.0001735034,0.000001464772],"category_scores_gemma":[0.0004916173,0.0002887411,0.0000389269,0.0004537508,0.00001318015,0.0004407315,0.000155941,0.0004374554,9.695001e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000206566,"about_ca_system_score_gemma":0.00000799498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287564,"about_ca_topic_score_gemma":0.000009391681,"domain_scores_codex":[0.9988549,0.000004409301,0.0003876108,0.0003502895,0.0001096801,0.0002931311],"domain_scores_gemma":[0.999621,0.00009632634,0.0000674369,0.0001000385,0.00007005277,0.00004513528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001699915,0.00002606674,0.07862526,0.01568159,0.00009774922,0.00001383288,0.001717202,0.8920652,0.0004419704,0.003299469,0.000004739978,0.00800996],"study_design_scores_gemma":[0.0002955946,0.000005562642,0.0007911968,0.001100281,0.00005390916,0.000004548976,0.0003959851,0.9969003,0.00003351071,0.00001835817,0.00009022115,0.0003105187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6853261,0.002224707,0.3118209,0.00005835582,0.0001135007,0.0000760321,0.000002488323,0.0003472076,0.00003071933],"genre_scores_gemma":[0.9967869,0.00009032667,0.002637372,0.00003126882,0.0003753695,0.0000110306,0.000006069189,0.00005817209,0.000003499732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3114608,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111500192586286,"score_gpt":0.1950412322527899,"score_spread":0.1838912129941613,"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."}}