{"id":"W4401721878","doi":"10.1109/rew61692.2024.00015","title":"Welcome to the Eighth International Workshop on Crowd-Based Requirements Engineering (CrowdRE'24)","year":2024,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Requirements engineering; Software engineering; Systems engineering; Engineering management; Engineering; Programming language; Software","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008191074,0.002303311,0.001628701,0.001511111,0.002550222,0.007768321,0.002504846,0.006084442,0.3617755],"category_scores_gemma":[0.01373441,0.0007197607,0.002320934,0.0007229663,0.001279852,0.007223456,0.01088987,0.008288909,0.1979439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170254,"about_ca_system_score_gemma":0.002633581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620071,"about_ca_topic_score_gemma":0.003884487,"domain_scores_codex":[0.9957327,0.001416067,0.0001581449,0.0005951807,0.001356496,0.0007414742],"domain_scores_gemma":[0.9853889,0.002122433,0.000405404,0.000625409,0.004680836,0.006776975],"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":[0.0001421251,0.00005207881,0.00006698963,0.00009892582,0.000008213868,0.0001069201,0.0002288895,0.00009938397,0.0006458163,0.00117447,0.9785821,0.01879413],"study_design_scores_gemma":[0.00002255354,0.00005576387,0.0001841515,0.00008695657,0.000004996899,0.00004187565,0.000354114,0.0001053222,0.0001404077,0.001113578,0.9978744,0.00001591863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005074259,0.01323073,0.05125327,0.2194844,0.5247095,0.002464643,0.007552146,0.006687532,0.1695435],"genre_scores_gemma":[0.01506767,0.005141567,0.01526625,0.03432417,0.05851537,0.001525084,0.007029526,0.004341569,0.8587888],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3617755,"threshold_uncertainty_score":0.9103497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347560246741448,"score_gpt":0.2911781032335849,"score_spread":0.2577025007661704,"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."}}