{"id":"W3206796551","doi":"10.5194/acp-2021-641","title":"Biogeochemical and biophysical responses to episodes of wildfire smoke from natural ecosystems in southwestern British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biogeochemical cycle; Environmental science; Ecosystem; Smoke; Eddy covariance; Productivity; Wetland; Atmospheric sciences; Carbon sink; Ecology; Geography; Meteorology; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001881369,0.0002172352,0.000214815,0.0005755191,0.001385095,0.0008066203,0.0005156993,0.0002288387,0.001159502],"category_scores_gemma":[0.0004809175,0.0001711557,0.0001465267,0.001107169,0.0004432947,0.0001834537,0.0003570841,0.0002950623,0.0001105264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009881795,"about_ca_system_score_gemma":0.005897255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845315,"about_ca_topic_score_gemma":0.9965658,"domain_scores_codex":[0.9998457,0.00001404628,0.00000923928,0.00003568416,0.00003994147,0.00005526687],"domain_scores_gemma":[0.9993851,0.0000466497,0.00008819658,0.00002100141,0.0003128156,0.0001462033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009932509,0.0000477578,0.9881342,0.00003555251,0.00005677332,0.0001229556,0.0008010583,0.000376342,0.002696651,0.0000369486,0.0006670675,0.006925376],"study_design_scores_gemma":[0.000001416276,0.00000394847,0.9989499,0.000004885345,0.000005368163,0.00001031157,0.0005729764,0.0001707798,0.00008294998,0.000004218039,0.0001909458,0.00000223185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985242,0.0001019551,0.00003397003,0.00003441165,0.000001895822,0.000007394203,0.0008011775,0.000004222857,0.0004907508],"genre_scores_gemma":[0.9984048,0.0001173974,0.00008767128,0.00003041845,0.000001404965,0.000008146235,0.0007397488,0.000002000487,0.0006083684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546854,"threshold_uncertainty_score":0.07169777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004330411395845312,"score_gpt":0.1857903843381654,"score_spread":0.1814599729423201,"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."}}