{"id":"W120098082","doi":"","title":"Benefits of the Community for Partners of Open Source Vendors","year":2011,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; Business; Operating system; Software","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":[0.009772163,0.0008811308,0.0007366191,0.003623162,0.01168966,0.01293066,0.001970904,0.008781628,0.08075667],"category_scores_gemma":[0.06159065,0.0006064874,0.001099181,0.002335866,0.002753271,0.01260235,0.02253896,0.005061379,0.0248881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695539,"about_ca_system_score_gemma":0.01475606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003232508,"about_ca_topic_score_gemma":0.01113052,"domain_scores_codex":[0.9888839,0.004014051,0.0002692321,0.0007344139,0.004378998,0.001719317],"domain_scores_gemma":[0.8473554,0.01511026,0.005121537,0.01145348,0.03291768,0.08804167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005437679,0.002242239,0.02963612,0.0004000243,0.0001015274,0.004116589,0.005215338,0.0005150413,0.00329113,0.1121909,0.5691148,0.2726325],"study_design_scores_gemma":[0.0003015705,0.0004004452,0.02227445,0.0004436165,0.00008700633,0.004358493,0.009785846,0.001483397,0.0009433848,0.04928756,0.9104337,0.0002005742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09256521,0.003777487,0.01774781,0.2548074,0.007241381,0.0009010054,0.001757621,0.003471018,0.6177312],"genre_scores_gemma":[0.6989298,0.00165366,0.01847212,0.03298158,0.004499943,0.0005529503,0.002170852,0.001554414,0.2391847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08075667,"threshold_uncertainty_score":0.2701579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09841366046757806,"score_gpt":0.3105147112248166,"score_spread":0.2121010507572386,"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."}}