{"id":"W4390098373","doi":"10.1109/models-c59198.2023.00120","title":"Unveiling Developers' Mindset Barriers to Software Modeling Adoption","year":2023,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mindset; Knowledge management; Grounded theory; Stakeholder; Computer science; Empirical research; Qualitative research; Process management; Engineering; Public relations; Sociology; Political science","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":[0.03238078,0.0005950636,0.0005916415,0.002659482,0.004285314,0.005683635,0.001408478,0.001586334,0.0009644777],"category_scores_gemma":[0.0892437,0.000895663,0.0004719378,0.001061655,0.005404167,0.004689641,0.005732516,0.003320744,0.0001339562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003901586,"about_ca_system_score_gemma":0.004507051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424227,"about_ca_topic_score_gemma":0.005284554,"domain_scores_codex":[0.9728584,0.01841137,0.0009690215,0.001104436,0.00508728,0.001569347],"domain_scores_gemma":[0.859449,0.1156427,0.008853365,0.002806118,0.01004354,0.003205255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005443057,0.00008638807,0.03330356,0.000165224,0.00001750164,0.0006977306,0.9428847,0.0001916609,0.003544394,0.002888935,0.000261126,0.01590422],"study_design_scores_gemma":[0.0000277511,0.0002606723,0.02051639,0.0003840769,0.00003559495,0.0007131221,0.96047,0.002254417,0.002349729,0.003382005,0.009528228,0.00007808937],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894658,0.000150882,0.006593938,0.001344655,0.00001991426,0.00005206505,0.00001232208,0.00002268856,0.002337673],"genre_scores_gemma":[0.9972461,0.0001286149,0.001985251,0.0001753103,0.000006056293,0.0000505884,0.00001108608,0.00001575695,0.0003811873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03238078,"threshold_uncertainty_score":0.171248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774086998426465,"score_gpt":0.2730853882500559,"score_spread":0.2453445182657913,"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."}}