{"id":"W4386000668","doi":"10.1029/2023gl103953","title":"Fire Characteristics and Hydrologic Connectivity Influence Short‐Term Responses of North Temperate Lakes to Wildfire","year":2023,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Science Foundation","keywords":"Environmental science; Water quality; Watershed; Hydrology (agriculture); Temperate climate; Chlorophyll a; Phosphorus; Shore; Ecology; Oceanography; Geology; Biology","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":[0.0003573968,0.0001189889,0.0001455941,0.0002657272,0.0002478399,0.0004361747,0.0001587642,0.0002222313,0.0009215978],"category_scores_gemma":[0.001272431,0.0001289828,0.0001694702,0.0002249356,0.0002339774,0.0003075436,0.0002770382,0.0001702376,0.00008102658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003870866,"about_ca_system_score_gemma":0.0002107371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641555,"about_ca_topic_score_gemma":0.05068688,"domain_scores_codex":[0.9998699,0.00004260695,0.00001002667,0.00003222936,0.00001607733,0.00002915197],"domain_scores_gemma":[0.9991975,0.0001781591,0.0002916046,0.00003917633,0.00009789015,0.0001956341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002276164,0.00005166578,0.9939031,0.000007468332,0.00006111438,0.00003257697,0.0001649428,0.0001433009,0.003768712,0.0000109494,0.00005982485,0.00156875],"study_design_scores_gemma":[7.226976e-7,0.00002296784,0.999656,8.325516e-7,0.000004441556,0.000007068709,0.00007914929,0.0001196424,0.00008059201,0.000004832233,0.00002313924,6.418728e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998316,0.000026799,0.00001826484,0.00000664282,7.114757e-7,0.000001154404,0.00003671175,7.541115e-7,0.00007729761],"genre_scores_gemma":[0.9997975,0.0000177327,0.00002324167,0.000007118414,0.000001579213,0.000002545766,0.00006269521,7.873624e-7,0.00008692207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641555,"threshold_uncertainty_score":0.03263998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305479963303802,"score_gpt":0.2911973140208656,"score_spread":0.2681425143878275,"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."}}