{"id":"W91370568","doi":"","title":"Open Source BI Reporting Tool Review","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":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; Data science; Programming language; 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":[0.07295251,0.00143253,0.001345201,0.03611051,0.002605761,0.01008461,0.006695845,0.002671134,0.01575714],"category_scores_gemma":[0.2102053,0.001008428,0.001391846,0.03005802,0.001723975,0.01227604,0.004543857,0.003357976,0.01317215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434954,"about_ca_system_score_gemma":0.018398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007476256,"about_ca_topic_score_gemma":0.007228618,"domain_scores_codex":[0.9246145,0.01452679,0.009607292,0.003318319,0.04576219,0.002170785],"domain_scores_gemma":[0.5543333,0.08515812,0.03168152,0.03828486,0.2824862,0.008055923],"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":[0.0001907779,0.0001488943,0.003041491,0.004987694,0.0001440743,0.0002597431,0.0005593353,0.0003379264,0.002264675,0.01348974,0.3652232,0.6093525],"study_design_scores_gemma":[0.00002253964,0.00007935302,0.005136097,0.003802731,0.0001437133,0.0003565943,0.0003921688,0.001100892,0.003106887,0.003262783,0.9825311,0.00006513796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02564304,0.1745015,0.2741599,0.1176347,0.04606659,0.005832252,0.02889415,0.01788882,0.3093789],"genre_scores_gemma":[0.1360334,0.1793547,0.2803831,0.03306708,0.01683816,0.007305418,0.1121919,0.01294568,0.2218806],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07295251,"threshold_uncertainty_score":0.3858144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09331196269714546,"score_gpt":0.3288046820987802,"score_spread":0.2354927194016347,"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."}}