{"id":"W84568722","doi":"","title":"Reassuring End Users Of Open Source: The OSGeo Example","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; Computer security; Internet privacy; 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":[0.009856699,0.0006338523,0.0005540663,0.001282239,0.004260336,0.007953544,0.001985215,0.007685611,0.003160491],"category_scores_gemma":[0.03321645,0.000429346,0.0006953226,0.001693987,0.00897364,0.01584138,0.007302076,0.005249063,0.001368487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662902,"about_ca_system_score_gemma":0.002378469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005096568,"about_ca_topic_score_gemma":0.00714073,"domain_scores_codex":[0.994458,0.002640476,0.0001488439,0.0003738833,0.001587044,0.0007917684],"domain_scores_gemma":[0.9755722,0.01324044,0.0008084695,0.005697206,0.002163584,0.002517996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00103901,0.0005742307,0.005593883,0.0001723704,0.00003670014,0.00251227,0.00812302,0.004401321,0.004003919,0.7628133,0.0868819,0.1238481],"study_design_scores_gemma":[0.0001961579,0.0002033939,0.002356201,0.0002427372,0.00004058365,0.001319467,0.005491583,0.01668444,0.004775685,0.4568028,0.511735,0.000152014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2563239,0.005328682,0.1827885,0.2449034,0.003830217,0.0002679893,0.0006685804,0.004872487,0.3010163],"genre_scores_gemma":[0.7796863,0.003552093,0.1453702,0.01392228,0.001361087,0.0001402061,0.0003842822,0.002031269,0.0535522],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009856699,"threshold_uncertainty_score":0.05212784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431843341139448,"score_gpt":0.3650155925316801,"score_spread":0.2218312584177353,"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."}}