{"id":"W2165130294","doi":"10.1007/s10584-015-1348-8","title":"Present and future Laurentian Great Lakes hydroclimatic conditions as simulated by regional climate models with an emphasis on Lake Michigan-Huron","year":2015,"lang":"en","type":"article","venue":"Climatic Change","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; Ouranos","funders":"National Oceanic and Atmospheric Administration","keywords":"Environmental science; Climate change; Precipitation; Climatology; Climate model; Surface runoff; Greenhouse gas; Structural basin; Water cycle; Maxima and minima; Drainage basin; Atmospheric sciences; Meteorology; Geography; Geology; Ecology; Oceanography","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":[0.0002747175,0.000235169,0.000133396,0.0002120693,0.0002548256,0.0004864735,0.000268639,0.0002687735,0.0007313312],"category_scores_gemma":[0.000657565,0.0001553438,0.0002978531,0.0002891625,0.0001629243,0.0003604546,0.0002249481,0.0002172836,0.0001073204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160094,"about_ca_system_score_gemma":0.0005800743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06191676,"about_ca_topic_score_gemma":0.125005,"domain_scores_codex":[0.9999346,0.00001989349,0.000003107332,0.00002165424,0.00001123517,0.000009648973],"domain_scores_gemma":[0.9998699,0.00003052334,0.00003202549,0.00001847433,0.00002732022,0.00002170585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001406485,0.00005063578,0.2686524,0.00003144593,0.0002471832,0.0002173221,0.0001871846,0.7173828,0.002494104,0.001008652,0.001932016,0.007655553],"study_design_scores_gemma":[0.00005942267,0.00006509893,0.1788313,0.00001281441,0.00007385572,0.00005209787,0.0001568436,0.8167651,0.001025524,0.0005337249,0.002392403,0.00003186477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979264,0.00002908937,0.0003011393,0.0001005517,0.000003994278,0.00000231213,0.000645867,0.00003106883,0.0009595237],"genre_scores_gemma":[0.9981562,0.00004316362,0.0005820005,0.00001732574,0.000004405499,0.000008065653,0.0008015278,0.00001004602,0.0003772468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9380832,"threshold_uncertainty_score":0.1231127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236954966066198,"score_gpt":0.2663521229884513,"score_spread":0.2239825733277893,"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."}}