{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000449785,0.00005108114,0.0000649048,0.00001593998,0.00009031442,0.00001746911,0.00005430925,0.00002971649,0.001097879],"category_scores_gemma":[6.825645e-7,0.00005235163,0.00002745963,0.0002794483,0.00008311929,0.00005180651,0.00007065381,0.00002518403,0.00005248417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001330095,"about_ca_system_score_gemma":0.000001712078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538651,"about_ca_topic_score_gemma":0.00004215334,"domain_scores_codex":[0.999558,0.00001133807,0.0001051648,0.00014958,0.00008588928,0.00009007429],"domain_scores_gemma":[0.9997439,0.00001347659,0.00004486133,0.0001332726,0.00002098888,0.00004350348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002496502,0.0002895811,0.06590793,0.0000507943,0.0000110247,0.000001563324,0.0002352832,0.000009082138,0.003194406,0.8883967,0.002269579,0.03963153],"study_design_scores_gemma":[0.0005563074,0.00006376677,0.6464521,0.00002557035,0.00004213985,0.00002629076,0.0002263027,0.008292753,0.005259255,0.004740449,0.333928,0.0003870935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7328126,0.0006259268,0.2355696,0.001370852,0.0003554558,0.0009280248,0.0004057432,0.0001762247,0.02775557],"genre_scores_gemma":[0.9958166,0.002823452,0.000294052,0.0007310158,0.0000813227,0.0001155089,0.0001138191,0.00000728894,0.00001688052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8836563,"threshold_uncertainty_score":0.9998152,"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."}}