{"id":"W2100575135","doi":"10.1109/geows.2009.8","title":"An Operation-Based Communication of Spatial Data Quality","year":2009,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Computer science; Metadata; AM/FM/GIS; Geographic information system; Spatial analysis; Spatial data infrastructure; Data quality; GIS applications; Quality (philosophy); Distributed GIS; Data science; Information quality; World Wide Web; Geospatial analysis; Information system; Database; Service (business); Engineering; Geography; Remote sensing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01557272,0.0006910712,0.0007963717,0.003427522,0.001691637,0.007515114,0.00179138,0.002023565,0.008424111],"category_scores_gemma":[0.05128593,0.0005518656,0.000484868,0.00350718,0.003358326,0.009975901,0.005186182,0.002945733,0.002427078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176917,"about_ca_system_score_gemma":0.001827992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549416,"about_ca_topic_score_gemma":0.001109604,"domain_scores_codex":[0.9887393,0.004548783,0.001021731,0.0007752346,0.004599647,0.0003153232],"domain_scores_gemma":[0.9399498,0.02945402,0.004880056,0.01452363,0.009794421,0.001398112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001283876,0.0003265228,0.01358609,0.0005885156,0.0001419795,0.001517818,0.0207503,0.01685017,0.03433226,0.4626439,0.03238774,0.4155909],"study_design_scores_gemma":[0.0002309567,0.0007334054,0.007614946,0.0005102958,0.000258697,0.002251033,0.004776109,0.3598115,0.07052035,0.2110242,0.3417401,0.0005285819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02912723,0.0003173885,0.9253258,0.005138182,0.0003569696,0.0003608741,0.0004102466,0.008971721,0.02999158],"genre_scores_gemma":[0.6351721,0.0005274154,0.3505334,0.0006393688,0.0004026846,0.0003309582,0.0006138163,0.001028083,0.01075209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01557272,"threshold_uncertainty_score":0.08235741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128594931165585,"score_gpt":0.4504210604633816,"score_spread":0.3218261292977966,"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."}}