{"id":"W4414599690","doi":"10.1111/mms.70072","title":"Multi‐Scale Habitat Selection of Greater Caribbean Manatees in Sian Ka'an Biosphere Reserve, Mexico","year":2025,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Comisión Nacional de Acuacultura y Pesca, Gobierno de México; Comisión Nacional de Áreas Naturales Protegidas; Animal Welfare Institute","keywords":"Manatee; Habitat; Biosphere; Seagrass; Population; Selection (genetic algorithm); Spatial ecology","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":[],"category_scores_codex":[0.0008477297,0.0002054637,0.0002637231,0.0001212204,0.0002486146,0.00005793363,0.0008700074,0.00005993245,0.001833758],"category_scores_gemma":[0.0001054086,0.0001806597,0.00005840073,0.002426811,0.0007882437,0.0005535044,0.002382868,0.0001715783,0.00006561922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099103,"about_ca_system_score_gemma":0.00003763376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05584906,"about_ca_topic_score_gemma":0.3445963,"domain_scores_codex":[0.9977518,0.00007320577,0.0003829801,0.0007114343,0.0005146792,0.000565932],"domain_scores_gemma":[0.9993479,0.00002434226,0.00009421894,0.0003735181,0.00003759352,0.0001223737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003263777,0.0001204474,0.9740311,0.00002889033,0.000003983891,0.000005825425,0.0001147821,0.0003152079,0.00724111,0.0001173397,0.0001782419,0.01781042],"study_design_scores_gemma":[0.0003500434,0.0001248668,0.9803379,0.00002275876,0.000008745231,0.000002624195,0.0001398213,0.009685715,0.006857965,0.00020527,0.002079666,0.0001846769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192103,0.00001250272,0.00006280778,0.0004297778,0.00009628179,0.000292428,0.000002899255,0.00004121414,0.07985183],"genre_scores_gemma":[0.9899327,0.00001811074,0.007109288,0.0001861301,0.00001110278,0.00002512633,0.000002240018,0.000009377361,0.002705924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2887472,"threshold_uncertainty_score":0.9990787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280848871226654,"score_gpt":0.2544284260942826,"score_spread":0.2416199373820161,"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."}}