{"id":"W4383618730","doi":"10.1007/s40974-023-00287-4","title":"Vegetation response to a natural gas pipeline rupture fire in Canada’s montane cordillera","year":2023,"lang":"en","type":"article","venue":"Energy Ecology and Environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North","funders":"","keywords":"Environmental science; Vegetation (pathology); Forb; Species richness; Litter; Species evenness; Disturbance (geology); Flammability; Ecology; Fire regime; Prescribed burn; Ecosystem; Physical geography; Hydrology (agriculture); Grassland; Geography; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003059109,0.0001548864,0.0001897245,0.00004938844,0.0000922129,0.000006219333,0.0001172445,0.00008354234,0.000478878],"category_scores_gemma":[0.00004904668,0.0001479446,0.0000185377,0.0001580966,0.0000478994,0.00006192788,0.000174481,0.0001255543,0.0002764248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101665,"about_ca_system_score_gemma":0.00004024092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3129501,"about_ca_topic_score_gemma":0.9042825,"domain_scores_codex":[0.9986449,0.0002042966,0.0002078398,0.0003774708,0.0001988652,0.0003665652],"domain_scores_gemma":[0.9994381,0.0001965801,0.00004572446,0.0001897737,0.000001017975,0.000128785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001789863,0.0003010835,0.4539238,0.00005004553,0.00007110689,0.002561579,0.002252919,0.306411,0.04685557,0.00006148603,0.05692047,0.1288011],"study_design_scores_gemma":[0.000398061,0.0001221528,0.9127088,0.00001106403,0.000005186971,0.0000201154,0.00008862375,0.05809919,0.0003552886,0.00002706744,0.02798285,0.0001815657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953009,0.0001018999,0.000008003351,0.003833022,0.0003003833,0.0001573874,0.000004872907,0.00002351875,0.0002700448],"genre_scores_gemma":[0.9966713,0.0001020141,0.00006499938,0.001103379,0.00002504923,0.0000935932,0.00002252553,0.00001513213,0.001902023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5913324,"threshold_uncertainty_score":0.6916251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002894766463692627,"score_gpt":0.170865229684512,"score_spread":0.1679704632208193,"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."}}