{"id":"W2147985257","doi":"10.1111/j.1937-5956.2011.01233.x","title":"When Should a Firm Open its Source Code: A Strategic Analysis","year":2011,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Duopoly; Monopoly; Industrial organization; Product (mathematics); Quality (philosophy); Competition (biology); Revenue; Software; Marginal revenue; Incentive; Business; Microeconomics; Computer science; Economics; Marginal cost; Cournot competition; Finance; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0005050466,0.0001358629,0.0001532832,0.0003985514,0.0005135316,0.0008826857,0.000812349,0.00003205336,0.0002625251],"category_scores_gemma":[0.00002740986,0.0001293309,0.00003897624,0.001713249,0.00003664999,0.001251989,0.0007216547,0.00009717979,0.00008688951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003617799,"about_ca_system_score_gemma":0.0000262934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227027,"about_ca_topic_score_gemma":0.0003764158,"domain_scores_codex":[0.9986416,0.00006582086,0.0002848216,0.0006230798,0.0002056709,0.0001789951],"domain_scores_gemma":[0.9989543,0.000006256048,0.00005784016,0.0007267241,0.0002005128,0.00005439646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001099793,0.0005108794,0.002078213,0.0000377777,0.0009403458,0.000007701675,0.008222525,0.007638753,0.0000635225,0.956376,0.005244559,0.01886871],"study_design_scores_gemma":[0.002871505,0.0007516606,0.06596254,0.0001705435,0.003122862,0.0001093516,0.01198116,0.5838534,0.003602908,0.06187189,0.2618382,0.003864049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0216866,0.0001023872,0.9329991,0.01028528,0.0003725602,0.001565484,0.000005410791,0.000349335,0.03263387],"genre_scores_gemma":[0.8070932,0.00004141833,0.1672266,0.0007085619,0.00004910904,0.0002734918,0.00001745827,0.00001120132,0.02457891],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8945041,"threshold_uncertainty_score":0.8511758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241092527487905,"score_gpt":0.3053540230801902,"score_spread":0.1812447703313997,"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."}}