{"id":"W4366763412","doi":"10.1016/j.ejrh.2023.101390","title":"Potential changes in climate indices in Alberta under projected global warming of 1.5–5 °C","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate variability and models","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Environment and Protected Areas","funders":"","keywords":"Global warming; Environmental science; Climatology; Precipitation; Coupled model intercomparison project; Climate change; Mean radiant temperature; Climate model; Atmospheric sciences; Geography; Meteorology; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004078253,0.0003189529,0.000145006,0.0005283424,0.0006776345,0.000880644,0.000431577,0.0002349216,0.0008872924],"category_scores_gemma":[0.0005088026,0.00009853197,0.0003456394,0.001129015,0.0002881654,0.0002414666,0.0003717108,0.0002610857,0.0000716366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01144664,"about_ca_system_score_gemma":0.01132034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.953914,"about_ca_topic_score_gemma":0.9750593,"domain_scores_codex":[0.9998079,0.00002146527,0.000006707908,0.00002478368,0.00007595473,0.00006331378],"domain_scores_gemma":[0.9997991,0.00001127234,0.00002422672,0.000005902406,0.000124193,0.00003534662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004796265,0.0001063336,0.7337461,0.0002077467,0.0003399479,0.0009770598,0.0006833309,0.1780195,0.008475868,0.00561332,0.01138007,0.05997116],"study_design_scores_gemma":[0.00004411246,0.00005683827,0.9109519,0.00005692333,0.0001377453,0.0001150083,0.001286231,0.07033701,0.001586263,0.001145629,0.01421805,0.00006433806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781884,0.0007239819,0.001509006,0.000998243,0.00004221934,0.0000272653,0.00476527,0.0001563674,0.01358931],"genre_scores_gemma":[0.9953121,0.000406879,0.001275914,0.00008649812,0.000007465437,0.00000778051,0.001721994,0.000008348415,0.00117297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608601,"threshold_uncertainty_score":0.09271479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462447460748968,"score_gpt":0.3121333337718365,"score_spread":0.2675088591643468,"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."}}