{"id":"W2057509885","doi":"10.3138/carto.46.2.92","title":"Cartographic Quality Issues for View Services in Geoportals","year":2011,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Computer science; Directive; Semantics (computer science); Quality (philosophy); Data science; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005485397,0.0002529761,0.0003295898,0.001613884,0.001577821,0.0006242456,0.000698036,0.0002041481,0.00004586901],"category_scores_gemma":[0.0003545106,0.0002047454,0.0003690072,0.001065325,0.0004492011,0.002474558,0.00007192827,0.0002016713,0.000003965959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946684,"about_ca_system_score_gemma":0.0001006391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343771,"about_ca_topic_score_gemma":0.005893481,"domain_scores_codex":[0.9967745,0.0001911479,0.001454789,0.0001923983,0.0008996067,0.0004875882],"domain_scores_gemma":[0.9958463,0.0002776977,0.0009791647,0.0001966906,0.002550959,0.0001491971],"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":[0.0002957292,0.00009444304,0.2904868,0.000231675,0.0004129237,0.00000115243,0.09330879,0.00002842543,0.000005902316,0.6001447,0.0009134162,0.01407597],"study_design_scores_gemma":[0.002635067,0.0001850883,0.1464021,0.0002546906,0.0001052581,0.00004004316,0.07835789,0.0005576676,0.00002542976,0.07058011,0.7002701,0.0005865752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180055,0.005545808,0.02788175,0.01286122,0.0114044,0.008829894,0.000476086,0.0005194913,0.0144758],"genre_scores_gemma":[0.9891837,0.007232925,0.0005681631,0.001829225,0.000358835,0.0004876911,0.0002233441,0.00001674097,0.00009941994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6993566,"threshold_uncertainty_score":0.999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630174267068403,"score_gpt":0.3719133392381044,"score_spread":0.3256115965674204,"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."}}