{"id":"W7002104792","doi":"","title":"Modelling the effect of fire, insect, and logging disturbances on climate and vegetation across various spatial and temporal scales","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Albedo (alchemy); Logging; Vegetation (pathology); Climate change; Boreal; Taiga; Climate model; Downscaling; Earth system science","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":[0.0003172924,0.0004475969,0.0003362045,0.0002428524,0.0003291866,0.001123701,0.0008490061,0.001072172,0.001486068],"category_scores_gemma":[0.0008857496,0.0003718065,0.0008733327,0.0004035575,0.0003766616,0.0007472678,0.0005927656,0.0009145336,0.0001277431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068709,"about_ca_system_score_gemma":0.001054243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06751506,"about_ca_topic_score_gemma":0.06647171,"domain_scores_codex":[0.9998817,0.00002811879,0.000008146716,0.00003564878,0.0000129091,0.00003352206],"domain_scores_gemma":[0.9996866,0.000183743,0.00004468986,0.00002307114,0.000028239,0.00003372412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000264338,0.00003187668,0.006729071,0.00003095666,0.00004172748,0.00003587106,0.00004846707,0.9883118,0.001410309,0.001312597,0.0001307776,0.001890177],"study_design_scores_gemma":[0.00001580572,0.00002600951,0.006167944,0.000008208237,0.00002555448,0.00001195905,0.00005593404,0.9918005,0.0005244915,0.0009219797,0.0004312587,0.00001033308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792107,0.0002871726,0.01400432,0.0002719342,0.00003260682,0.00003331049,0.0007313078,0.0001073087,0.005321444],"genre_scores_gemma":[0.9899449,0.0002791052,0.007797092,0.00003728315,0.0000119158,0.00003614469,0.0003966661,0.00003261958,0.001464298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06751506,"threshold_uncertainty_score":0.1342442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616471879409783,"score_gpt":0.2584081276270352,"score_spread":0.2422434088329374,"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."}}