{"id":"W2098092920","doi":"10.1109/fuzzy.2005.1452434","title":"Fuzzy Structural Dependency Constraints in Software Release Planning","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Fuzzy logic; Dependency (UML); Software; Software development; Software release life cycle; Identification (biology); Software engineering; Data mining; Software construction; Artificial intelligence; Programming language","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":[0.004037324,0.0008116637,0.0009784717,0.001826754,0.0009522866,0.001756009,0.001136999,0.001155804,0.002114721],"category_scores_gemma":[0.01211573,0.000805337,0.001018237,0.002130236,0.001744974,0.002969114,0.001021578,0.001415846,0.0002114043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345403,"about_ca_system_score_gemma":0.00146524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069185,"about_ca_topic_score_gemma":0.008168961,"domain_scores_codex":[0.9973053,0.001072889,0.0001776173,0.0003611354,0.0009031447,0.0001798436],"domain_scores_gemma":[0.9873573,0.01065647,0.0007788787,0.0002312338,0.0007922968,0.0001839079],"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":[0.0001070705,0.00005129692,0.0008527371,0.0001596339,0.00005840063,0.0004654508,0.000349187,0.8411489,0.00101362,0.1235205,0.001063386,0.03120982],"study_design_scores_gemma":[0.00002709641,0.00004362225,0.0005221352,0.0000400699,0.00002702715,0.00007398369,0.00008540748,0.8422069,0.0006648469,0.1550085,0.001266759,0.00003365334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06744037,0.001365427,0.9191105,0.001052686,0.00005440057,0.0001400698,0.00030497,0.0001193771,0.01041214],"genre_scores_gemma":[0.7952139,0.001335648,0.1997479,0.0001356153,0.0001090388,0.0002732777,0.000418861,0.00004512664,0.002720707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01069185,"threshold_uncertainty_score":0.02135164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792831830266571,"score_gpt":0.2819274696765192,"score_spread":0.2639991513738535,"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."}}