{"id":"W4382631963","doi":"10.1038/s42003-023-04940-w","title":"Humanity’s diverse predatory niche and its ecological consequences","year":2023,"lang":"en","type":"article","venue":"Communications Biology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Northern British Columbia; Tula Foundation; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Raincoast Conservation Foundation; University of Victoria","funders":"Hakai Institute; Natural Sciences and Engineering Research Council of Canada; Government of Canada; University of Victoria","keywords":"Threatened species; Predation; Biodiversity; Ecology; Overexploitation; IUCN Red List; Apex predator; Biology; Ecological niche; Trait; Foraging; Geography; Functional ecology; Ecosystem; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003031631,0.00005897704,0.00007836449,0.00003049051,0.0004370737,0.000006877216,0.0004912498,0.000119959,0.0009322066],"category_scores_gemma":[0.0002004115,0.0000531683,0.00001553911,0.0001744153,0.0010072,0.00008128261,0.0009531551,0.0001338542,0.001634141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000030058,"about_ca_system_score_gemma":0.00001237785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000359336,"about_ca_topic_score_gemma":0.0005639354,"domain_scores_codex":[0.9992883,0.0002707994,0.000117977,0.0001570176,0.00002658862,0.0001393592],"domain_scores_gemma":[0.9991378,0.0003581458,0.00004842422,0.00041078,0.000008765614,0.00003606501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003280891,0.00004356911,0.9664165,0.000001458688,0.000009067735,0.000001159648,0.0001716069,0.000006941166,0.001753218,0.02450668,0.005949597,0.001136954],"study_design_scores_gemma":[0.0001037092,0.00005351795,0.9543419,0.000001218972,0.00000693318,0.000004917821,0.0001611965,0.0008325512,0.00003505559,0.008825837,0.03555995,0.00007316533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831195,0.000138334,0.000004496012,0.006202831,0.00006507923,0.0001299808,0.00001190386,0.0001054176,0.01022243],"genre_scores_gemma":[0.9974899,0.0006134245,0.0002198298,0.0009113929,0.000008086711,0.00006424938,0.0000560773,0.000002610187,0.0006343812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02961035,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08999575284694585,"score_gpt":0.3098343477980403,"score_spread":0.2198385949510945,"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."}}