{"id":"W2796299657","doi":"10.17140/pcsoj-4-e011","title":"A Call to Promote Soft Skills in Software Engineering","year":2018,"lang":"en","type":"article","venue":"Psychology and Cognitive Sciences - Open Journal","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Western University","funders":"","keywords":"Soft skills; Software Engineering Process Group; Team software process; Social skills; Teamwork; Skills management; Computer science; Pride; Software development; Social software engineering; Software; Knowledge management; Software engineering; Engineering ethics; Engineering; Psychology; Software development process; Software construction; Pedagogy; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846597,0.0001323458,0.0001646172,0.0002790027,0.0002941054,0.0005917806,0.001333728,0.00006777822,0.00004046844],"category_scores_gemma":[0.0009312799,0.0001121027,0.00002223817,0.0007492279,0.0001644464,0.001248145,0.0004468886,0.0003369209,0.00003436294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001119038,"about_ca_system_score_gemma":0.0000680851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001196387,"about_ca_topic_score_gemma":0.00001099272,"domain_scores_codex":[0.9987287,0.00007447286,0.0002124454,0.0004371909,0.0001693466,0.0003778676],"domain_scores_gemma":[0.9992147,0.0002615679,0.0000830278,0.0001377206,0.0001251573,0.0001777969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007673239,0.0002567596,0.03750378,0.00001049953,0.00004627027,0.0002758019,0.004606089,0.00005112257,0.0004481597,0.002654043,0.002297484,0.9517733],"study_design_scores_gemma":[0.004570871,0.01126198,0.7934034,0.002090858,0.00005969992,0.01209952,0.0002640758,0.01423898,0.003623007,0.04781551,0.1078878,0.002684299],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09670469,0.000217035,0.8993605,0.00165501,0.0006215908,0.0002431096,0.000001675884,0.00008269583,0.001113627],"genre_scores_gemma":[0.6234492,0.00005226997,0.3737244,0.002538355,0.0001365721,0.00002526678,1.963557e-7,0.000007431252,0.00006625965],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.949089,"threshold_uncertainty_score":0.5706555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634769715010892,"score_gpt":0.379858683480118,"score_spread":0.3435109863300091,"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."}}