{"id":"W4417317278","doi":"10.5194/ica-abs-10-192-2025","title":"Creating Geospatial Data Visualization and Exploration Tools for Simulated and Modeled Datasets","year":2025,"lang":"en","type":"article","venue":"Abstracts of the ICA","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Geospatial analysis; Visualization; Data visualization; Geovisualization; Geographic information system; Data exploration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441753,0.00006049657,0.00008842471,0.00003892556,0.0001242527,0.0002271564,0.000488697,0.0000317328,8.808361e-7],"category_scores_gemma":[0.0006771593,0.00004738665,0.000008961658,0.0001558656,0.00002774515,0.00149688,0.0004866846,0.0000272275,2.746357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004630396,"about_ca_system_score_gemma":0.00003923718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004038708,"about_ca_topic_score_gemma":0.00002780103,"domain_scores_codex":[0.9993731,0.00002466992,0.0002223372,0.0002066533,0.0001001054,0.00007313323],"domain_scores_gemma":[0.9989989,0.0002206113,0.0001348196,0.0005594662,0.00006436685,0.00002186043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001387322,0.0006337648,0.001209994,0.0008118273,0.0003072724,0.000002433857,0.002666599,0.09500614,0.008745796,0.6386427,0.02875748,0.2230773],"study_design_scores_gemma":[0.0002976166,0.0000141445,0.001088939,0.00004721453,0.00002155717,3.257172e-7,0.00003299581,0.9920187,0.001871587,0.002497478,0.002056939,0.00005251119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03172078,0.00004570926,0.966482,0.0007189342,0.00008959958,0.0002951651,0.0004609179,0.00003546675,0.0001514014],"genre_scores_gemma":[0.9941155,0.00003571329,0.004469812,0.000224442,0.0000125165,0.000001570636,0.00109473,0.000003295584,0.00004242358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9623947,"threshold_uncertainty_score":0.2190474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386447566676638,"score_gpt":0.3555502358206232,"score_spread":0.2916857601538568,"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."}}