{"id":"W2151580048","doi":"10.1145/1117696.1117710","title":"ConcernMapper","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Computer science; Eclipse; Extensibility; Software engineering; Variety (cybernetics); Programming language; Plug-in; Interface (matter); Architecture; Separation of concerns; User interface; Human–computer interaction; World Wide Web; Operating system; Software; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007459748,0.00002845206,0.00002679169,0.00002747334,0.00001539601,0.00004412135,0.0004030541,0.00001252373,0.0001410594],"category_scores_gemma":[0.00006365686,0.00002377834,0.00001181578,0.0001161264,0.000007653866,0.0001874752,0.0001016809,0.00004369794,0.001091775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002051624,"about_ca_system_score_gemma":0.00001518858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003717932,"about_ca_topic_score_gemma":9.345001e-7,"domain_scores_codex":[0.9996004,0.000004191103,0.00003751463,0.00009993463,0.000133592,0.0001244356],"domain_scores_gemma":[0.9995892,0.0001065014,0.00000288938,0.0002390746,0.00001823897,0.00004410674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[9.061657e-7,0.00004388052,0.01327607,0.000005738828,0.00001229404,0.00001279391,0.0004948849,0.001587419,0.00162465,0.3526874,0.08193412,0.5483198],"study_design_scores_gemma":[0.0003046834,0.00003596418,0.02714206,0.000004794718,4.708474e-7,0.00002322968,0.000005691495,0.1467245,0.02072455,0.0004860465,0.8043184,0.0002296045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0138664,0.00006371533,0.9675882,0.002503118,0.00008576655,0.00003177368,6.356147e-8,0.0005681547,0.01529284],"genre_scores_gemma":[0.8764946,0.000001539523,0.1190186,0.0002794203,0.00006767232,0.000003132681,5.933256e-8,0.000002444609,0.004132471],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8626282,"threshold_uncertainty_score":0.999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736274973286346,"score_gpt":0.2690127606709035,"score_spread":0.25165001093804,"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."}}