{"id":"W73760461","doi":"","title":"Open Source BI: A Market Overview","year":2009,"lang":"en","type":"article","venue":"˜The œopen 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00211775,0.0008962503,0.0009933054,0.0004024111,0.001591966,0.009081096,0.01185386,0.0003011559,0.005014723],"category_scores_gemma":[0.000316451,0.0006639149,0.0002198001,0.00435692,0.0003525627,0.004313092,0.00766515,0.0004964609,0.002218001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008983587,"about_ca_system_score_gemma":0.0001309152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194008,"about_ca_topic_score_gemma":0.000488893,"domain_scores_codex":[0.9951632,0.0001235941,0.001011721,0.001434239,0.001005929,0.001261285],"domain_scores_gemma":[0.9955117,0.0002058287,0.0008949204,0.002629916,0.0006724579,0.00008520261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007609825,0.0006064962,0.002392315,0.0003043204,0.0000956209,0.00004792292,0.000200438,0.0008215801,0.0002007503,0.005512154,0.6207709,0.3682865],"study_design_scores_gemma":[0.001000884,0.00001814651,0.02436509,0.0004428135,0.0001572923,0.00007573672,0.0004133943,0.004002925,0.00001782048,0.001831574,0.9666575,0.001016833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0281546,0.004584894,0.03203755,0.04564362,0.001368605,0.007456105,0.00006023201,0.001572227,0.8791222],"genre_scores_gemma":[0.7493743,0.0003043712,0.0006944779,0.09213869,0.006003004,0.0003592293,0.0005061135,0.0004794442,0.1501404],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7289818,"threshold_uncertainty_score":0.9997078,"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."}}