{"id":"W116710279","doi":"","title":"BIRT: Building Next Generation BI Using Open Source","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"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"],"consensus_categories":[],"category_scores_codex":[0.001315941,0.0004140786,0.0004039653,0.0001425179,0.0008997745,0.001790297,0.003352162,0.0003576697,0.00007792818],"category_scores_gemma":[0.0002741104,0.000314668,0.0001287197,0.0007381731,0.0003317131,0.00005421913,0.002492283,0.0002563171,0.00005805049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006485083,"about_ca_system_score_gemma":0.0002723532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005497267,"about_ca_topic_score_gemma":0.0001016391,"domain_scores_codex":[0.9969011,0.0002358389,0.0006552275,0.0007067925,0.0006633769,0.0008376531],"domain_scores_gemma":[0.9977528,0.00004344745,0.0003050195,0.001211971,0.0003788254,0.0003078819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003113573,0.0002368538,0.0003133801,0.00005215082,0.00009560437,0.000007529092,0.0005225956,0.006356553,0.7389655,0.00005680159,0.0221748,0.2309068],"study_design_scores_gemma":[0.00124251,0.0002381187,0.001200327,0.00007426147,0.00004649475,0.00008021272,0.0006047885,0.0311953,0.017355,0.00007101879,0.9472979,0.0005940249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676223,0.001185226,0.117411,0.00339015,0.0002880078,0.00215895,0.00002305332,0.00007223264,0.007849123],"genre_scores_gemma":[0.9754875,0.0002127184,0.006235725,0.005110913,0.001739126,0.00003859078,0.0003109036,0.00009872988,0.01076581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9251232,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05839146557356752,"score_gpt":0.3198350808958942,"score_spread":0.2614436153223267,"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."}}