{"id":"W4393416002","doi":"10.5281/zenodo.6273497","title":"The Role of Informal Communication in Building Shared Understanding of Non-Functional Requirements in Remote Continuous Software Engineering","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Software; Software engineering; Software requirements; Software development; Software design; 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":[0.04312719,0.0006754764,0.0004164466,0.002509689,0.00492978,0.007276573,0.002457356,0.00240699,0.004679379],"category_scores_gemma":[0.1096975,0.0006701895,0.0005518119,0.001369831,0.01278724,0.01512625,0.01133377,0.002921071,0.0005094534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500094,"about_ca_system_score_gemma":0.005023297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995649,"about_ca_topic_score_gemma":0.002295018,"domain_scores_codex":[0.923107,0.0631689,0.002449157,0.001995739,0.006978816,0.002300458],"domain_scores_gemma":[0.8400061,0.1304587,0.009457013,0.0111686,0.006269722,0.002639855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007531457,0.0001333304,0.007502835,0.0003578114,0.00001689115,0.001081255,0.9069152,0.0008557413,0.002078152,0.03249459,0.0008956293,0.04759325],"study_design_scores_gemma":[0.00006450913,0.0003669135,0.02074818,0.001775069,0.00004174574,0.001804149,0.8254277,0.00916956,0.003415568,0.08359309,0.05342199,0.0001715907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.7701845,0.0008834549,0.1632535,0.008819208,0.0001586292,0.0006247391,0.00009790454,0.0002837162,0.05569442],"genre_scores_gemma":[0.985474,0.0001656498,0.01218698,0.0002528861,0.00002290538,0.0002296999,0.00003546474,0.00006066414,0.001571714],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04312719,"threshold_uncertainty_score":0.2280811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200134929964947,"score_gpt":0.264546373337139,"score_spread":0.2225450240374896,"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."}}