{"id":"W2946122729","doi":"10.1145/3314994.3325085","title":"Experiences in Simulating a Software Product Team for a MOOC","year":2019,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Software; Product (mathematics); Massive open online course; Quality (philosophy); Multimedia; Scale (ratio); Team software process; World Wide Web; Engineering management; Knowledge management; Software development; Engineering; Software development process","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":[0.001877919,0.0007243984,0.0004018477,0.0003758073,0.001191458,0.002052384,0.001531421,0.001774541,0.005133405],"category_scores_gemma":[0.00653048,0.0002913817,0.0005904872,0.0002748894,0.001234837,0.001117116,0.002407841,0.001452756,0.0007694499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007227317,"about_ca_system_score_gemma":0.0008677081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027344,"about_ca_topic_score_gemma":0.004130679,"domain_scores_codex":[0.9983953,0.0009504542,0.00006146031,0.000141391,0.0002308985,0.0002206072],"domain_scores_gemma":[0.9960606,0.00176995,0.0001278855,0.0003512704,0.0004118396,0.001278527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003728761,0.02504664,0.05114306,0.002022821,0.0004479861,0.01413934,0.1813023,0.3822276,0.05769212,0.03414655,0.03692307,0.2111798],"study_design_scores_gemma":[0.001163269,0.0278791,0.02628875,0.00067458,0.0003338346,0.00356795,0.1079796,0.5159069,0.04221109,0.03178396,0.2414508,0.0007601162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617715,0.0001072076,0.02310896,0.0006373511,0.0001148285,0.0004005864,0.0002504165,0.0002791875,0.01332992],"genre_scores_gemma":[0.9584853,0.0001470537,0.03341617,0.0002413371,0.00003091525,0.0002872653,0.0003974394,0.0001094887,0.006884853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005133405,"threshold_uncertainty_score":0.01717287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489072111415201,"score_gpt":0.2859200453470785,"score_spread":0.2710293242329265,"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."}}