{"id":"W112787323","doi":"","title":"Q&A. What business models are currently used with open source software?","year":2010,"lang":"en","type":"article","venue":"The open source business resource","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; Open source software; Software; Software engineering; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001476257,0.001013,0.001005506,0.0005683812,0.001689509,0.02898999,0.007800479,0.0004053091,0.0006708512],"category_scores_gemma":[0.0004686636,0.0007478173,0.0001165956,0.006665697,0.0009055454,0.01889093,0.006616648,0.0009752713,0.0006928364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007993168,"about_ca_system_score_gemma":0.0002886273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000278,"about_ca_topic_score_gemma":0.002012911,"domain_scores_codex":[0.9948399,0.00005939432,0.001055151,0.001414569,0.001342644,0.001288331],"domain_scores_gemma":[0.9928938,0.0002819646,0.001642354,0.002404012,0.00268148,0.00009638601],"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":[0.002743352,0.00286367,0.09030231,0.001332649,0.0007484353,0.0001666011,0.00211201,0.08071031,0.0005232334,0.02834805,0.5746914,0.2154579],"study_design_scores_gemma":[0.002357293,0.00001182025,0.01041323,0.0006926071,0.0001336633,0.0000541973,0.003235501,0.003426093,0.00002714231,0.002261809,0.9760795,0.001307119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467568,0.000346289,0.08245202,0.04158651,0.00618916,0.01030132,0.00007292128,0.003003828,0.1092912],"genre_scores_gemma":[0.9201944,0.00001314112,0.0009667556,0.01399528,0.003831093,0.0008557771,0.0005296001,0.0007427734,0.05887121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4013881,"threshold_uncertainty_score":0.9996102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867769760839669,"score_gpt":0.2579559610419088,"score_spread":0.2092782634335121,"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."}}