{"id":"W4400772218","doi":"10.1371/journal.pone.0300870","title":"Mammal responses to human recreation depend on landscape context","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Innotech Alberta; University of British Columbia; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Nature Conservancy of Canada; Alberta Innovates; Alberta Environment and Parks","keywords":"Recreation; Context (archaeology); Mammal; Geography; Ecology; Wildlife; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003678814,0.0001337154,0.0001970266,0.0003716326,0.0002742794,0.0005681192,0.0002525,0.0002189515,0.001625756],"category_scores_gemma":[0.001855209,0.0001474443,0.0001967015,0.0004137688,0.0004237242,0.0001949594,0.0005027922,0.0001919059,0.0001176642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005538239,"about_ca_system_score_gemma":0.0003831026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1271344,"about_ca_topic_score_gemma":0.4428649,"domain_scores_codex":[0.9997566,0.0000668412,0.000008373963,0.00004991996,0.00006128933,0.00005698744],"domain_scores_gemma":[0.999203,0.0002449669,0.0002472334,0.00007644718,0.0001032384,0.0001250311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000716164,0.00001877671,0.9898705,0.00001783925,0.00007089115,0.00003926041,0.0002419443,0.0005069644,0.003061133,0.00003468878,0.00008318121,0.005983221],"study_design_scores_gemma":[3.549589e-7,0.000006758699,0.9996798,0.000001070692,0.000003665534,0.000009113707,0.00008062198,0.0001368511,0.00002688352,0.00001014513,0.00004379067,0.000001006275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986573,0.000117298,0.0002153293,0.00002083321,0.000001275158,0.000005996647,0.0001246184,0.000005793528,0.0008514217],"genre_scores_gemma":[0.9994023,0.000052904,0.0002306679,0.00001525812,0.000001703682,0.000003488365,0.0001271412,0.0000018035,0.000164714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271344,"threshold_uncertainty_score":0.2527888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493574878370619,"score_gpt":0.2477535118106048,"score_spread":0.2028177630268987,"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."}}