{"id":"W196459141","doi":"","title":"Enabling Geospatial Business Intelligence","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":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Business intelligence; Computer science; Data science; Geography; Knowledge management; Cartography","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":[0.002257824,0.0005428336,0.0004653443,0.002898248,0.000955365,0.006587525,0.001789057,0.001375684,0.01120127],"category_scores_gemma":[0.007527284,0.00045656,0.0004854831,0.00434615,0.001583319,0.01377211,0.0120704,0.001758689,0.003994397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008405413,"about_ca_system_score_gemma":0.001201701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670772,"about_ca_topic_score_gemma":0.004067593,"domain_scores_codex":[0.9982803,0.000363882,0.00008865078,0.0001895042,0.0008556419,0.0002220487],"domain_scores_gemma":[0.9964303,0.0009308455,0.0002023279,0.001517664,0.0005990629,0.0003199133],"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":[0.00008241815,0.0001056798,0.002680543,0.0002690071,0.00006151144,0.0004137368,0.0009086776,0.003619425,0.008229814,0.6803978,0.07488023,0.2283512],"study_design_scores_gemma":[0.00001704024,0.00001295461,0.00131152,0.0001555826,0.00004321259,0.0003044536,0.0007344995,0.02358069,0.006102536,0.4658776,0.5018221,0.00003774522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02690667,0.004139221,0.5667079,0.02198128,0.001815624,0.000203685,0.002729582,0.01408923,0.3614268],"genre_scores_gemma":[0.6293724,0.00844177,0.29705,0.003955931,0.001457814,0.0002585468,0.008909116,0.001915836,0.04863853],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01120127,"threshold_uncertainty_score":0.03747195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05353214476793475,"score_gpt":0.2832910425492665,"score_spread":0.2297588977813317,"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."}}