{"id":"W4308632594","doi":"10.1145/3550356.3552372","title":"Automated, traceable, and interactive domain modelling","year":2022,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Traceability; Computer science; Domain (mathematical analysis); Warrant; Domain model; Domain analysis; Software engineering; Data science; Domain knowledge; Programming language; Software; Software development","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":[0.008195391,0.002100549,0.001087596,0.003215929,0.001698494,0.004208348,0.00513719,0.003239821,0.01090589],"category_scores_gemma":[0.03512638,0.001752045,0.002242043,0.002711412,0.002307946,0.008022719,0.009357875,0.004976477,0.004475319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203627,"about_ca_system_score_gemma":0.00556279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009252535,"about_ca_topic_score_gemma":0.02183179,"domain_scores_codex":[0.98988,0.003781653,0.0007666964,0.00175559,0.003301504,0.000514658],"domain_scores_gemma":[0.9646091,0.01653574,0.001855778,0.01298075,0.003500352,0.0005182856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004763354,0.001113519,0.005618154,0.001133524,0.0002437744,0.001484857,0.006609413,0.1427068,0.03568183,0.1730491,0.02935544,0.6025273],"study_design_scores_gemma":[0.0000867874,0.00009875109,0.0005988017,0.0002496879,0.00006653422,0.0006587522,0.0007280098,0.7764661,0.015761,0.1177733,0.08741279,0.0000994679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002273026,0.00003765095,0.9874157,0.0002940864,0.00002034053,0.0001449263,0.0001697687,0.007593968,0.002050572],"genre_scores_gemma":[0.06634505,0.0001860302,0.9244547,0.000259009,0.00002272142,0.0002858723,0.001297343,0.002179757,0.0049694],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01090589,"threshold_uncertainty_score":0.04334188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629811112062965,"score_gpt":0.2578718476089686,"score_spread":0.2415737364883389,"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."}}