{"id":"W33252374","doi":"10.1097/jom.0000000000002095","title":"Evolution of an Open Source Strategy","year":2007,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.004691719,0.0005373351,0.0006984585,0.00044241,0.001126581,0.002486965,0.01696599,0.0002818576,0.000125592],"category_scores_gemma":[0.0002062529,0.0004484554,0.0001054335,0.005882607,0.0004853955,0.002938784,0.007288084,0.0004612356,0.0001520004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883073,"about_ca_system_score_gemma":0.0005489627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006591069,"about_ca_topic_score_gemma":0.001078467,"domain_scores_codex":[0.9949139,0.0004352932,0.001282741,0.001228874,0.001094672,0.001044486],"domain_scores_gemma":[0.9934033,0.0005272172,0.0009830734,0.0036725,0.001121404,0.0002925687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008688929,0.002735898,0.01224726,0.0001846148,0.0003284519,0.0001071267,0.01183675,0.08475518,0.008665972,0.1007256,0.01659537,0.7609489],"study_design_scores_gemma":[0.00253702,0.0003784212,0.1162167,0.0002037294,0.00006952658,0.000313085,0.003345735,0.02248975,0.0009946526,0.004175698,0.8478662,0.001409458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.136603,0.0001221644,0.8309193,0.0008907204,0.0001888272,0.001742768,0.00001064611,0.0004089487,0.02911366],"genre_scores_gemma":[0.9720883,0.000001657706,0.01732804,0.0009762861,0.0003132717,0.00007479297,0.00003916493,0.0001260481,0.009052399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8354854,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849064026868352,"score_gpt":0.2922023858590401,"score_spread":0.2637117455903566,"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."}}