{"id":"W2083326547","doi":"10.5558/tfc78680-5","title":"Implementing wildfire-based timber harvest guidelines in southeastern Manitoba","year":2002,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tembec","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Environmental resource management; Environmental science; Forest ecology; Ecosystem; Ecosystem health; Ecosystem services; Biodiversity; Forest health; Disturbance (geology); Baseline (sea); Agroforestry; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003794631,0.0002612247,0.0001448671,0.0002429265,0.002783801,0.001003125,0.001372432,0.0003941138,0.001247166],"category_scores_gemma":[0.004209275,0.0002786405,0.0001087708,0.0004971258,0.0009930104,0.000378456,0.0007158714,0.0006076921,0.0001902877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008339713,"about_ca_system_score_gemma":0.02061781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5851768,"about_ca_topic_score_gemma":0.935499,"domain_scores_codex":[0.9993002,0.0002761704,0.00004549042,0.00005449997,0.0001790445,0.0001445197],"domain_scores_gemma":[0.9964161,0.0007568619,0.0002642513,0.0001757669,0.00188249,0.0005044808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001132815,0.01022047,0.4485154,0.0008851838,0.000111818,0.003992702,0.1084973,0.01327973,0.07007661,0.002950842,0.006618557,0.3337186],"study_design_scores_gemma":[0.0005647859,0.008039289,0.771543,0.0004951532,0.0001196817,0.0003669063,0.1331805,0.01167803,0.02495539,0.001125386,0.04777901,0.0001528249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952479,0.00005964193,0.001076352,0.0002626561,0.000006510702,0.0006112938,0.00004990836,0.0000338421,0.00265186],"genre_scores_gemma":[0.9794541,0.0002561843,0.01374548,0.0003223202,0.000003749639,0.0007364114,0.0002530389,0.0000167415,0.005212068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4148232,"threshold_uncertainty_score":0.8345323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294490546037309,"score_gpt":0.2480631109311737,"score_spread":0.2251182054708006,"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."}}