{"id":"W2107662595","doi":"10.1109/cmpsac.1992.217607","title":"Organizing software repositories modeling requirements and implementation experiences","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Universität Passau","keywords":"Computer science; Software engineering; Software; Semantics (computer science); Software requirements; Software development; Requirements elicitation; Requirements analysis; Programming language; Software design","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":[],"consensus_categories":[],"category_scores_codex":[0.0001349803,0.00007718002,0.00007582239,0.00002831145,0.0002437424,0.00009566134,0.00008834428,0.00001455536,0.00001697113],"category_scores_gemma":[0.00004201796,0.00006458162,0.000009327137,0.0001309087,0.00001648833,0.001396631,0.00008509057,0.00002408896,0.000002052475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001659038,"about_ca_system_score_gemma":0.00002969999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007187786,"about_ca_topic_score_gemma":0.00002253098,"domain_scores_codex":[0.9992486,0.00002716899,0.0001817669,0.0002487574,0.0001471179,0.0001465985],"domain_scores_gemma":[0.9996248,0.00001536246,0.00004693693,0.0002147334,0.00005389138,0.00004424867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002352416,0.00001845696,0.009524032,0.00004308649,0.00001876961,0.00001406321,0.03382858,0.0001401298,0.005043954,0.9384149,0.0002704602,0.01268126],"study_design_scores_gemma":[0.002610947,0.0005464632,0.0005243502,0.0002373456,0.00003006739,0.0004962157,0.3918642,0.05671879,0.4486966,0.01904104,0.07656708,0.00266694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1208019,0.0001796239,0.8782448,0.00002171161,0.0002875079,0.00007268573,5.607633e-7,0.0001065391,0.0002846138],"genre_scores_gemma":[0.6110467,0.00001115104,0.3887863,0.00004513474,0.00002140978,0.00001887061,0.00000166668,0.000003642582,0.00006515473],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9193738,"threshold_uncertainty_score":0.2633562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699141075362566,"score_gpt":0.2981914609074641,"score_spread":0.2712000501538384,"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."}}