{"id":"W73760461","doi":"","title":"Open Source BI: A Market Overview","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; Business; 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":[0.0118577,0.001635,0.001491403,0.01471352,0.001882204,0.01211934,0.003769194,0.003349647,0.01901599],"category_scores_gemma":[0.01392679,0.001283043,0.0008263001,0.02443586,0.001844107,0.0300542,0.005994446,0.005376226,0.009365012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00437032,"about_ca_system_score_gemma":0.003074851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004052042,"about_ca_topic_score_gemma":0.002380368,"domain_scores_codex":[0.9947796,0.0004645835,0.0002710789,0.0009282671,0.003064858,0.0004915743],"domain_scores_gemma":[0.9790122,0.005588488,0.001241053,0.002476445,0.008644423,0.003037481],"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":[0.000394461,0.0002114323,0.001691359,0.0007539089,0.00003924256,0.0001251069,0.0002955747,0.0005680476,0.003129897,0.1566911,0.1799402,0.6561598],"study_design_scores_gemma":[0.00003178841,0.0001186521,0.002958852,0.0003785669,0.00002694065,0.0004340295,0.0001718185,0.00480558,0.002192759,0.03171567,0.957055,0.0001104116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01845948,0.2358796,0.2248517,0.08324669,0.005901421,0.00059583,0.006199455,0.01611075,0.408755],"genre_scores_gemma":[0.1875714,0.249841,0.2216258,0.01338823,0.01635371,0.001191897,0.02638311,0.0097597,0.2738851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01901599,"threshold_uncertainty_score":0.06361485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07764887210080942,"score_gpt":0.3064132541624817,"score_spread":0.2287643820616723,"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."}}