{"id":"W4400506491","doi":"10.7717/peerj.17693","title":"Predator in proximity: how does a large carnivore respond to anthropogenic pressures at fine-scales? Implications for interface area management","year":2024,"lang":"en","type":"article","venue":"PeerJ","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carnivore; Fragmentation (computing); Habitat; Habitat destruction; Habitat fragmentation; Geography; Ecology; Predator; Environmental resource management; Predation; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002354417,0.0001031209,0.0001004336,0.00005947279,0.000125654,0.00004243322,0.0001906488,0.00006098313,0.0004701313],"category_scores_gemma":[0.00005210377,0.00008358435,0.00004339491,0.0002155909,0.0000547333,0.0001843296,0.00027464,0.00006789261,0.0001174931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736488,"about_ca_system_score_gemma":0.000007894217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002105638,"about_ca_topic_score_gemma":0.006871386,"domain_scores_codex":[0.9991121,0.0000332664,0.0001245841,0.000391293,0.00009216504,0.0002465722],"domain_scores_gemma":[0.9995792,0.00008340523,0.00002507724,0.0002511739,0.000007274243,0.00005385059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289063,0.0001200977,0.9127773,0.0001079665,0.00004820379,0.000007458451,0.0009204603,0.0003743765,0.002662006,0.001058255,0.07761213,0.00418286],"study_design_scores_gemma":[0.0001911347,0.00004968423,0.8588963,0.00002593053,0.00002562658,0.000002256085,0.0001054136,0.001196158,0.0007123577,0.0009068128,0.1377705,0.0001177534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641921,0.0001266511,0.003560505,0.03012296,0.0001710244,0.001069047,0.0001773747,0.00007413588,0.0005062195],"genre_scores_gemma":[0.9792114,0.00001009687,0.0008595044,0.0002778845,0.0000284688,0.0007226766,0.00003166881,0.00001297742,0.0188453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06015843,"threshold_uncertainty_score":0.5147608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488029936014575,"score_gpt":0.2765211730825521,"score_spread":0.2616408737224064,"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."}}