{"id":"W3139461175","doi":"10.7939/r3-fe1j-we67","title":"Modelling Fire Cessation in the Canadian Rocky Mountains","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003979971,0.00005284322,0.00006586833,0.00002113726,0.0001008769,0.0000141327,0.0003436532,0.00004403202,0.0009176335],"category_scores_gemma":[0.000006227527,0.00005160809,0.00002471005,0.0002325809,0.00004108103,0.0006266454,0.00006153255,0.00008286585,0.0001681586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006001866,"about_ca_system_score_gemma":0.00003272314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7609357,"about_ca_topic_score_gemma":0.487667,"domain_scores_codex":[0.9995288,0.00005967988,0.00005428965,0.0001279028,0.0001122302,0.0001171553],"domain_scores_gemma":[0.9997042,0.00007208403,0.00003245856,0.0001036927,9.936485e-7,0.00008652439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006117541,0.00006221151,0.4591663,0.00005893944,0.00001879089,0.0001000885,0.1001719,0.4016922,0.00006169767,0.001098545,0.03585806,0.001650143],"study_design_scores_gemma":[0.0001984541,0.00003613446,0.01484159,0.00001313067,0.000005550095,0.000001097316,0.001453534,0.9436581,0.000035047,0.00007882255,0.03957811,0.0001004999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411007,0.000007610414,0.00009809827,0.006817749,0.00001589179,0.0001351432,0.000002813167,0.000009353063,0.05181265],"genre_scores_gemma":[0.9986629,0.000004555097,0.00021091,0.0005789448,0.00001057108,8.510471e-8,0.00001524594,0.000004779444,0.0005119441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419658,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008629831885925546,"score_gpt":0.1489027900642219,"score_spread":0.1402729581782964,"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."}}