{"id":"W4285194527","doi":"10.3354/meps14086","title":"Urban sharks: residency patterns of marine top predators in relation to a coastal metropolis","year":2022,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Southeast Fisheries Science Center; National Marine Fisheries Service; Bureau of Ocean Energy Management; Disney Conservation Fund; National Oceanic and Atmospheric Administration; Batchelor Foundation; National Aeronautics and Space Administration; University of Miami; Office of Naval Research; Save Our Seas Foundation; Herbert W. Hoover Foundation","keywords":"Urbanization; Predation; Carcharhinus; Carnivore; Geography; Apex predator; Ecology; Fishery; Trophic level; Wildlife; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004107706,0.0001695803,0.0003045972,0.0001784699,0.0001655247,0.000006226892,0.000374401,0.0001123233,0.01615943],"category_scores_gemma":[0.0001117862,0.0001749069,0.00004665235,0.0003679232,0.0002911768,0.0001827756,0.004540318,0.0002839336,0.00005949033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898595,"about_ca_system_score_gemma":0.00003445578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002824255,"about_ca_topic_score_gemma":0.02215539,"domain_scores_codex":[0.9983126,0.000303188,0.0003986061,0.0004168555,0.0001564094,0.0004123206],"domain_scores_gemma":[0.9994226,0.00006155748,0.0001385541,0.0002957791,0.00001235315,0.00006916319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004574749,0.0001926191,0.9931367,0.00001410677,0.00002029494,0.00005526165,0.0003797732,0.0001358762,0.00007437346,0.001713572,0.001519918,0.002300029],"study_design_scores_gemma":[0.0004242869,0.001255906,0.9882836,0.000001756489,0.00001371737,0.00006048819,0.0002950061,0.00002581701,0.0002506509,0.0012599,0.00796612,0.0001627075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933838,0.000009181549,0.000001849083,0.001568752,0.0003528673,0.0004652145,0.00003575169,0.00004197435,0.004140623],"genre_scores_gemma":[0.9939862,0.00000911983,0.0009053894,0.0002065312,0.0000331464,0.0003945651,0.0001692543,0.00001596561,0.004279755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933113,"threshold_uncertainty_score":0.9956877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005624739019408022,"score_gpt":0.223423389636532,"score_spread":0.217798650617124,"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."}}