{"id":"W4322760545","doi":"10.1093/jmammal/gyad007","title":"Population distribution and causes of mortality of smooth-coated otters, <i>Lutrogale perspicillata</i>, in Singapore","year":2023,"lang":"en","type":"article","venue":"Journal of Mammalogy","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Otter; Geography; Wildlife; Habitat; Population; Lutra; Distribution (mathematics); Mustelidae; Ecology; Fishery; Socioeconomics; Environmental protection; Demography; 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":[0.0001707757,0.000175562,0.00008376919,0.0005668938,0.0002030714,0.000250557,0.0002302245,0.0001357584,0.00124628],"category_scores_gemma":[0.0003146131,0.0001224162,0.0001902522,0.0004227954,0.0002855111,0.0002797196,0.0003399792,0.0001710616,0.0003170321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756468,"about_ca_system_score_gemma":0.0002574241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03871163,"about_ca_topic_score_gemma":0.0994605,"domain_scores_codex":[0.9998739,0.00001801589,0.00002298444,0.00003623358,0.000025365,0.00002343522],"domain_scores_gemma":[0.9995977,0.00002628875,0.0002135762,0.00002428913,0.00005682715,0.00008131151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002021078,0.000005654963,0.997798,0.000008487809,0.00001896593,0.00008296581,0.0001966643,0.0000342001,0.0002788788,0.00001164846,0.0001691458,0.001375249],"study_design_scores_gemma":[5.663893e-7,0.00001551614,0.9993684,0.000002419679,0.000003893359,0.00008935965,0.0003196453,0.00006370595,0.0000346918,0.000004201763,0.00009601449,0.000001643442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999005,0.00007536556,0.00002178061,0.00001919749,0.000001378261,0.000002472374,0.0006388322,0.000004137815,0.0002318016],"genre_scores_gemma":[0.9988253,0.00008910691,0.00003694797,0.00001098207,0.000001466722,0.000004272064,0.0006813471,0.000001129256,0.0003494849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03871163,"threshold_uncertainty_score":0.0769726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673536835665449,"score_gpt":0.2499578310852524,"score_spread":0.2332224627285979,"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."}}