{"id":"W7072078503","doi":"","title":"Wildfire Severity, Recovery, and Grazing Management in the Dry-Mixed Grasslands of Southern Alberta and Saskatchewan","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Alberta","keywords":"Biomass (ecology); Grazing; Vegetation (pathology); Prescribed burn; Litter; Hectare; Ecosystem; Plant litter","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005674828,0.0002846045,0.0002380142,0.0007578679,0.0007957061,0.0008353681,0.0006627429,0.0002045777,0.0008383224],"category_scores_gemma":[0.0007280806,0.0001714478,0.0002266314,0.001090164,0.0007712017,0.0002121757,0.0003890076,0.0002908901,0.0001458599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008586013,"about_ca_system_score_gemma":0.006110151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9269192,"about_ca_topic_score_gemma":0.9840353,"domain_scores_codex":[0.9996752,0.00004774905,0.00001919454,0.000047614,0.0001000963,0.000110159],"domain_scores_gemma":[0.9991466,0.00009097756,0.0001722399,0.00003367987,0.0002133929,0.0003431094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005146535,0.0001742299,0.986124,0.00001792694,0.0001066554,0.0002462993,0.0008099721,0.0003912045,0.002701879,0.00004784408,0.0003152564,0.008550117],"study_design_scores_gemma":[0.000003645864,0.00002815362,0.9989175,0.000003062671,0.000005930443,0.00001484764,0.0007591922,0.00008581593,0.00005785724,0.000007339095,0.0001143686,0.000002494799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993759,0.00005099719,0.00001607168,0.00001881123,0.000001458337,0.000005395442,0.000132313,0.000002274205,0.000396796],"genre_scores_gemma":[0.9983488,0.00008845562,0.00006507149,0.00003346317,0.000001428514,0.000007018444,0.0004331997,0.00000189452,0.001020679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07308084,"threshold_uncertainty_score":0.1470224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002901038326038595,"score_gpt":0.1523733424450838,"score_spread":0.1494723041190452,"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."}}