{"id":"W3118716109","doi":"10.1109/mcg.2020.3043984","title":"Visualization of Climate Change","year":2021,"lang":"en","type":"article","venue":"IEEE Computer Graphics and Applications","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Visualization; Computer science; Climate change; Data visualization; Focus (optics); Frame (networking); Data science; Data mining; Telecommunications; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009352436,0.0009703111,0.0007630599,0.003195214,0.0009101766,0.005174001,0.0008786132,0.001176349,0.05383648],"category_scores_gemma":[0.005635431,0.0004082022,0.0008936053,0.003817617,0.0008142518,0.003841816,0.002091408,0.001915251,0.00651001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008911,"about_ca_system_score_gemma":0.0005945357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002240718,"about_ca_topic_score_gemma":0.003072076,"domain_scores_codex":[0.9993741,0.0001473987,0.00004502405,0.0001079322,0.0002744835,0.00005110089],"domain_scores_gemma":[0.9972644,0.001464045,0.0001462409,0.000288139,0.0005917846,0.0002454478],"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":[0.00006956524,0.00002467183,0.001241854,0.0009159824,0.00007681298,0.0001797371,0.0008104407,0.004478476,0.003480117,0.05950506,0.6929491,0.2362683],"study_design_scores_gemma":[0.000006343211,0.00001026828,0.0008203376,0.0001949049,0.00001553813,0.0001823824,0.0001561554,0.003193676,0.0007049293,0.01335633,0.9813346,0.00002450467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01296752,0.1474716,0.3444268,0.03802577,0.09976116,0.0003096132,0.01003076,0.0284808,0.3185259],"genre_scores_gemma":[0.1830153,0.2366629,0.2365185,0.01661606,0.07220803,0.0006936932,0.02175999,0.0241369,0.2083887],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05383648,"threshold_uncertainty_score":0.180101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265241385066149,"score_gpt":0.2741884362687581,"score_spread":0.2415360224180966,"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."}}