{"id":"W4254079894","doi":"10.1016/j.foreco.2020.118400","title":"A specialized forest carnivore navigates landscape-level disturbance: Canada lynx in spruce-beetle impacted forests","year":2020,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Forest Service","keywords":"Carnivore; Disturbance (geology); Ecology; Geography; Old-growth forest; Agroforestry; Forestry; Environmental science; Biology; Predation","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":[0.0001706787,0.0001234646,0.0001128237,0.0002458031,0.001186638,0.0006659082,0.0002852113,0.0003319789,0.002101038],"category_scores_gemma":[0.0004717049,0.0001424503,0.00006687493,0.0001528875,0.0004389179,0.0003220642,0.0004817875,0.0002004639,0.0001856876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010185,"about_ca_system_score_gemma":0.001132656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3440046,"about_ca_topic_score_gemma":0.7741232,"domain_scores_codex":[0.9999372,0.000007529281,0.000001389285,0.00001475495,0.000007339934,0.000031701],"domain_scores_gemma":[0.9998085,0.00001382288,0.00003515211,0.00000793777,0.00002678351,0.0001078034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825658,0.000124612,0.9592847,0.00002758585,0.00003847029,0.001061665,0.006288968,0.0005280945,0.01483567,0.0003164883,0.001099231,0.01611202],"study_design_scores_gemma":[0.000003852836,0.00008123497,0.9873007,0.00001279678,0.00001469124,0.0004879577,0.009613136,0.001144337,0.0003513233,0.00009578485,0.000886879,0.000007335801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995629,0.00001583412,0.00002551934,0.00002090017,8.575615e-7,0.000001727483,0.00001019482,0.000001159073,0.000360833],"genre_scores_gemma":[0.998534,0.0000309741,0.0001695774,0.00003163183,7.639977e-7,0.000002461208,0.00003723712,0.000001864651,0.001191698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6559954,"threshold_uncertainty_score":0.6840045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032030493714738,"score_gpt":0.2020601275639578,"score_spread":0.1917398226268104,"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."}}