{"id":"W22934747","doi":"10.2174/187152312803476282","title":"A Model for Sustainable Student Involvement in Community Open Source","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open source; Sustainability; Key (lock); Open source software; Computer science; Public relations; Knowledge management; Business; Political science; World Wide Web; Computer security; Software; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006872263,0.0004857062,0.0002961406,0.00107154,0.003570301,0.007434943,0.002572691,0.003157041,0.07342478],"category_scores_gemma":[0.01372124,0.0002808408,0.0006396119,0.0009834348,0.003226907,0.01171062,0.01352972,0.002858321,0.01893485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494188,"about_ca_system_score_gemma":0.005015093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243664,"about_ca_topic_score_gemma":0.001686649,"domain_scores_codex":[0.9948718,0.002550878,0.0001541543,0.0006163899,0.001229624,0.0005771259],"domain_scores_gemma":[0.9835098,0.002944025,0.0008299455,0.003908579,0.002147682,0.006659896],"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":[0.0002482798,0.002182177,0.008114919,0.0002821959,0.00003748732,0.0008332356,0.01383413,0.00151167,0.004109252,0.4626601,0.1430412,0.3631454],"study_design_scores_gemma":[0.00009806897,0.0003711373,0.002220324,0.0001774384,0.00001436576,0.0004352791,0.004664555,0.006115275,0.0009260758,0.1170065,0.867904,0.00006693031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05984861,0.0005951578,0.1611,0.05843075,0.001842812,0.001161854,0.000333863,0.005259357,0.7114276],"genre_scores_gemma":[0.4247817,0.000723221,0.0725428,0.005908571,0.0007552782,0.00152205,0.0007460405,0.001424598,0.4915958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07342478,"threshold_uncertainty_score":0.2456304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821577759164452,"score_gpt":0.3232349688690958,"score_spread":0.2750191912774513,"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."}}