{"id":"W2033030511","doi":"10.1145/2462932.2462966","title":"ReqWiki","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Software engineering; Requirements engineering; Process (computing); Semantic Web; World Wide Web; Requirements analysis; Software; 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":[0.003244793,0.00250008,0.001663269,0.004160017,0.001834599,0.005442121,0.00817793,0.002736943,0.08278092],"category_scores_gemma":[0.0127214,0.00219063,0.002509036,0.003267584,0.0009899097,0.01347864,0.008660263,0.005692051,0.1368745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160924,"about_ca_system_score_gemma":0.002894241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005292136,"about_ca_topic_score_gemma":0.00762499,"domain_scores_codex":[0.9969072,0.0004927958,0.0004159963,0.0007252885,0.001188485,0.0002702792],"domain_scores_gemma":[0.9935771,0.001753252,0.0004286527,0.002647064,0.001143291,0.0004506715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006943698,0.0002912426,0.0005229924,0.002464959,0.0001701821,0.0004601583,0.0006957453,0.001105892,0.01063292,0.03811595,0.7712095,0.1736361],"study_design_scores_gemma":[0.0001353388,0.00002656008,0.0003310132,0.0001243431,0.00003402286,0.0002535771,0.0000690646,0.003115103,0.004834798,0.01238144,0.9785983,0.0000965751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002734808,0.001090789,0.256655,0.002031352,0.0009090601,0.001254923,0.05585605,0.6013707,0.07809724],"genre_scores_gemma":[0.01988126,0.002638046,0.2925442,0.003046437,0.0003054163,0.003419912,0.2866493,0.1757296,0.2157858],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.08278092,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427330512902074,"score_gpt":0.2766940010048021,"score_spread":0.2524206958757813,"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."}}