{"id":"W4251473771","doi":"10.22215/etd/2008-07811","title":"Open source software foundation: company involvement, governance, and effectiveness","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"Mozilla Foundation; Linux Foundation; Wikimedia Foundation","keywords":"Foundation (evidence); Corporate governance; Political science; Library science; Open source; Software; Engineering; Operations research; Computer science; Management; Operating system; Economics; Law","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004139246,0.0004156608,0.0005289558,0.0001500435,0.0006296365,0.001364694,0.002822089,0.0002332679,0.0001218784],"category_scores_gemma":[0.0001675853,0.0004232061,0.00007217513,0.0009917519,0.00006898719,0.001752314,0.001034655,0.0003669799,0.0001835102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172774,"about_ca_system_score_gemma":0.000443967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006482453,"about_ca_topic_score_gemma":0.0005416006,"domain_scores_codex":[0.9975192,0.0001374797,0.0004798221,0.0009855235,0.0005454083,0.0003325897],"domain_scores_gemma":[0.9975808,0.0003754063,0.0004817432,0.0009683949,0.0004842202,0.0001094326],"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":[0.0001871451,0.0008018967,0.0516513,0.001439852,0.0006921658,0.00007625152,0.008841826,0.0002065341,0.0002411159,0.346445,0.04755509,0.5418618],"study_design_scores_gemma":[0.003232798,0.0003330341,0.6137499,0.001304752,0.0000809945,0.00009483832,0.0006210701,0.001772057,0.001874463,0.01037147,0.3638814,0.002683219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08739818,0.0004356781,0.8689899,0.0003177979,0.002207417,0.003273092,0.00002473504,0.001125292,0.03622793],"genre_scores_gemma":[0.4102846,0.00064865,0.4061389,0.00296973,0.0006066431,0.001888455,0.004910409,0.0004216051,0.172131],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5620986,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410248438040222,"score_gpt":0.2909131409890354,"score_spread":0.2668106566086332,"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."}}