{"id":"W2135875948","doi":"10.1007/s00766-003-0181-1","title":"User?s manual as a requirements specification: case studies","year":2004,"lang":"en","type":"article","venue":"Requirements Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Software requirements specification; Computer science; Requirements analysis; User requirements document; Software engineering; Programming language; Software; Software development; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00822201,0.0004921638,0.0005272065,0.001491388,0.002921195,0.002406214,0.002465493,0.004348191,0.007612773],"category_scores_gemma":[0.02746395,0.0005286983,0.0005625943,0.001832983,0.001661575,0.002100516,0.001962266,0.001528041,0.002139632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316878,"about_ca_system_score_gemma":0.00180886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006314544,"about_ca_topic_score_gemma":0.01256602,"domain_scores_codex":[0.9869718,0.009168634,0.0004928262,0.0005210825,0.002422676,0.0004229609],"domain_scores_gemma":[0.9407956,0.0484691,0.001907915,0.004718848,0.002975218,0.001133267],"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":[0.003919922,0.0187914,0.03882318,0.003017463,0.0001550396,0.05730956,0.1241394,0.03772867,0.03623424,0.06538522,0.04788585,0.56661],"study_design_scores_gemma":[0.002123919,0.01411119,0.06404684,0.001944273,0.0004606293,0.04350786,0.1229699,0.2106088,0.08147895,0.02715928,0.4308057,0.0007827576],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196482,0.0003530549,0.02579178,0.001805364,0.00005684508,0.0008479939,0.0004919595,0.0004702793,0.05053441],"genre_scores_gemma":[0.946822,0.0002687751,0.03444545,0.0003634949,0.0000217499,0.0004460362,0.0005591824,0.0002543151,0.01681896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00822201,"threshold_uncertainty_score":0.04348266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572052522864251,"score_gpt":0.350266386078648,"score_spread":0.2845458608500054,"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."}}