{"id":"W4226127908","doi":"10.7554/elife.74756","title":"Mammals adjust diel activity across gradients of urbanization","year":2022,"lang":"en","type":"article","venue":"eLife","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Diel vertical migration; Ecology; Habitat; Wildlife; Urbanization; Impervious surface; Ecosystem; Predation; Population; Temporal scales; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000235877,0.0001140234,0.0001377511,0.0003099597,0.0001401557,0.0004759319,0.0001920382,0.0001572349,0.0007420109],"category_scores_gemma":[0.0007732872,0.0001385778,0.00014497,0.0002025946,0.0002402719,0.0002188476,0.0003474286,0.0001789107,0.0001416589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607291,"about_ca_system_score_gemma":0.0001266812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005770395,"about_ca_topic_score_gemma":0.01350684,"domain_scores_codex":[0.9999099,0.00002782688,0.000003643894,0.00002794042,0.000009061459,0.00002153894],"domain_scores_gemma":[0.9997664,0.00006111331,0.00009019834,0.00002550232,0.0000301794,0.00002659916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006160767,0.00006381654,0.9712523,0.00001508856,0.0000997511,0.00008554701,0.0004694295,0.008080884,0.009471887,0.0006710724,0.0002780486,0.009450737],"study_design_scores_gemma":[0.000002548047,0.00003892093,0.9858154,0.000005255497,0.00001237371,0.00004878683,0.0005536766,0.01220513,0.0004256592,0.0004069264,0.000480063,0.000005308666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985049,0.00001625723,0.0008012165,0.00002816404,8.350731e-7,0.000004199942,0.00006002188,0.000009577078,0.000574976],"genre_scores_gemma":[0.9992856,0.00002272596,0.0003462443,0.00001715632,0.000001055907,0.000005235666,0.00008061495,0.000003327313,0.0002380381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005770395,"threshold_uncertainty_score":0.0114736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181409562092412,"score_gpt":0.2338874129536319,"score_spread":0.2220733173327078,"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."}}