{"id":"W88255521","doi":"","title":"What's the Value of an Eyeball? Passive Participation in Open Source Ecosystems","year":2010,"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; Value (mathematics); Ecosystem; Computer science; Ecology; Biology; Software; 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","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.003876864,0.0005009917,0.0007116648,0.0002922263,0.0009750925,0.006309395,0.01589918,0.0002796663,0.00009368847],"category_scores_gemma":[0.0004716395,0.0003374641,0.0001128498,0.004367583,0.0004534731,0.004991554,0.006203512,0.0007994774,0.0001099003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014539,"about_ca_system_score_gemma":0.0004214015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005722869,"about_ca_topic_score_gemma":0.006731469,"domain_scores_codex":[0.9946877,0.00102556,0.001328497,0.001121002,0.0009906356,0.0008465685],"domain_scores_gemma":[0.9926863,0.001007643,0.001143405,0.004153918,0.0008159337,0.0001927562],"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":[0.0005413552,0.003560023,0.03088348,0.0002535127,0.0003889429,0.00008404538,0.08644186,0.1288742,0.009726278,0.08288331,0.01108186,0.6452811],"study_design_scores_gemma":[0.002360506,0.0001481244,0.1051854,0.0003653947,0.00006533419,0.0001262491,0.006869306,0.151335,0.0009890434,0.002308664,0.72916,0.001087058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8560788,0.00007364306,0.1222304,0.01239384,0.00113597,0.004198165,0.00001197146,0.0002660609,0.003611131],"genre_scores_gemma":[0.9910501,0.00000480517,0.003218336,0.002022796,0.0003124627,0.0006100818,0.00003800429,0.0001021207,0.00264133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7180781,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208569646503259,"score_gpt":0.3020072596998969,"score_spread":0.2799215632348643,"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."}}