{"id":"W7125579016","doi":"10.1109/cascon66301.2025.00073","title":"Workarounds in Software Forms: A User Study","year":2025,"lang":"","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôtel-Dieu de Montréal","funders":"","keywords":"Workaround; Software; Software system; Software design; Software development","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":[0.01458286,0.001188226,0.0008310818,0.002324505,0.002068279,0.002130075,0.00135207,0.001722807,0.001828939],"category_scores_gemma":[0.06795381,0.001016534,0.0007290638,0.00117044,0.002076519,0.003405629,0.002400497,0.001489626,0.0006012414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147867,"about_ca_system_score_gemma":0.0008884307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137068,"about_ca_topic_score_gemma":0.003005336,"domain_scores_codex":[0.9885985,0.00782378,0.0009560204,0.0008799029,0.001206066,0.0005358206],"domain_scores_gemma":[0.8215432,0.1445303,0.006145766,0.01134166,0.01404544,0.002393758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00274773,0.007770388,0.2866855,0.001923956,0.0002541304,0.003442434,0.5329033,0.003716966,0.02885915,0.002570271,0.006109532,0.1230166],"study_design_scores_gemma":[0.001241884,0.04821593,0.3071532,0.001731538,0.0008605941,0.01561544,0.4266868,0.05607804,0.06946488,0.004898343,0.06631481,0.001738588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955891,0.00005472323,0.003406649,0.0001055153,0.00000515246,0.0001380738,0.00009767869,0.0001447779,0.0004583082],"genre_scores_gemma":[0.9911027,0.0001132629,0.007016521,0.0001669978,0.000008584704,0.0003045831,0.0001875362,0.00008744655,0.001012253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458286,"threshold_uncertainty_score":0.07712245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814109173212299,"score_gpt":0.3028841479512643,"score_spread":0.2847430562191414,"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."}}