{"id":"W2021855668","doi":"10.1088/1748-9326/6/4/041003","title":"Browning boreal forests of western North America","year":2011,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normalized Difference Vegetation Index; Boreal; Taiga; Tundra; Environmental science; Physical geography; Vegetation (pathology); Remote sensing; Climatology; Geography; Climate change; Forestry; Geology; Arctic; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578621,0.0002523707,0.0001483252,0.0007981798,0.0004650747,0.0004709582,0.0002149879,0.00009074847,0.001025193],"category_scores_gemma":[0.0002183863,0.00008446294,0.0001439761,0.001069482,0.0001868488,0.0003200861,0.0002373133,0.0001631587,0.0001964473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442172,"about_ca_system_score_gemma":0.000398685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.235023,"about_ca_topic_score_gemma":0.4831347,"domain_scores_codex":[0.9998859,0.00001065984,0.000006810839,0.00004624075,0.00002992922,0.00002051662],"domain_scores_gemma":[0.9997861,0.00001635412,0.00005750098,0.00001714786,0.00007508759,0.00004788432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001958509,0.00007897078,0.9296439,0.0001858033,0.0001397329,0.0005416576,0.001419177,0.0006296373,0.007594313,0.0003390095,0.0101148,0.04911719],"study_design_scores_gemma":[0.000002396941,0.000006841443,0.9963071,0.000007643202,0.000007860759,0.00006683813,0.0002855217,0.0001084949,0.00008900466,0.00002645815,0.003088665,0.000003137715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794945,0.001412476,0.000449119,0.0001804637,0.00004947323,0.00003415015,0.00870022,0.0001241167,0.009555473],"genre_scores_gemma":[0.9867696,0.0007470419,0.001722302,0.0001511773,0.00002749426,0.00003066364,0.008196643,0.00001781275,0.002337196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.235023,"threshold_uncertainty_score":0.46731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867778577515332,"score_gpt":0.257681679388944,"score_spread":0.2290038936137907,"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."}}