{"id":"W2062261433","doi":"10.1007/s00766-014-0205-z","title":"Patterns of continuous requirements clarification","year":2014,"lang":"en","type":"article","venue":"Requirements Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Rework; Computer science; Requirements analysis; Requirements management; Oracle; Requirements engineering; User requirements document; Negotiation; Project management; Software engineering; Process management; Software; Data science; Systems engineering; Engineering","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":[0.006267437,0.0005137371,0.0004529276,0.001780699,0.0009275784,0.003310429,0.001654625,0.001676732,0.005354083],"category_scores_gemma":[0.04646557,0.0008736673,0.0006853395,0.002027675,0.001624177,0.00571953,0.002902178,0.001861367,0.001430927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009817858,"about_ca_system_score_gemma":0.001616314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106026,"about_ca_topic_score_gemma":0.002082405,"domain_scores_codex":[0.9854431,0.005311594,0.001565346,0.001860649,0.005092963,0.0007263945],"domain_scores_gemma":[0.943977,0.02813985,0.005157641,0.01532333,0.006529066,0.0008731682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008579832,0.0005153592,0.04380441,0.0008284478,0.0001310623,0.002433683,0.02682905,0.01243019,0.03814827,0.2894812,0.01136823,0.5731722],"study_design_scores_gemma":[0.0002686656,0.0009995566,0.04049239,0.001090146,0.0002528804,0.005802264,0.01524504,0.2498566,0.0590705,0.4419482,0.1846482,0.0003255936],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2684152,0.0003105155,0.6912845,0.001497022,0.0001216955,0.0007157796,0.0006204361,0.003716067,0.03331872],"genre_scores_gemma":[0.7485772,0.0001377934,0.238841,0.0001487572,0.00002669167,0.0004591321,0.001176795,0.0006127193,0.01002005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006267437,"threshold_uncertainty_score":0.03314579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561660374680729,"score_gpt":0.2699037589057352,"score_spread":0.2442871551589279,"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."}}