{"id":"W2040715464","doi":"10.4018/ijossp.2012070102","title":"A Perspective on Software Engineering Education with Open Source Software","year":2012,"lang":"en","type":"article","venue":"International Journal of Open Source Software and Processes","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Deliverable; Software engineering; Workflow; Context (archaeology); Software development; Computer science; Process (computing); Software; Personal software process; Social software engineering; Software construction; Software development process; Engineering management; Engineering; Systems engineering; Database; 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":[0.005647245,0.00111917,0.000652388,0.003192311,0.005324326,0.0105663,0.001795115,0.01225026,0.004403082],"category_scores_gemma":[0.005626345,0.0004466737,0.0007480911,0.002879717,0.02822104,0.01294181,0.006945229,0.01161765,0.001206404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005524165,"about_ca_system_score_gemma":0.005377406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863216,"about_ca_topic_score_gemma":0.0033084,"domain_scores_codex":[0.9934874,0.003929558,0.0001830062,0.0003334961,0.001639223,0.0004273736],"domain_scores_gemma":[0.9909333,0.006835926,0.000431456,0.0003868808,0.0006273055,0.000785242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000126994,0.00001466416,0.00004011182,0.00004538209,8.278004e-7,0.00009467827,0.001214271,0.0001241147,0.00004669407,0.9942735,0.001015999,0.003128384],"study_design_scores_gemma":[0.000006186297,0.00004116337,0.000141238,0.0004740694,0.000002702266,0.0003000746,0.002893846,0.0006646757,0.0001160104,0.8208918,0.1744569,0.00001138122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008566217,0.06422308,0.08885567,0.2146146,0.003051818,0.00007660005,0.00003428459,0.0001230829,0.6204547],"genre_scores_gemma":[0.6459143,0.1308628,0.0712282,0.04684997,0.0132958,0.0005395871,0.00007997173,0.0002314213,0.09099791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01225026,"threshold_uncertainty_score":0.04008079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926949168246227,"score_gpt":0.3124192729715782,"score_spread":0.293149781289116,"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."}}