{"id":"W4367048261","doi":"10.1371/journal.pone.0283973","title":"A brighter future? Stable and growing sea turtle populations in the Republic of Maldives","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sea turtle; Geography; Fishery; Turtle (robot); Habitat; Population; Abundance (ecology); Wildlife; Ecology; Atoll; Fishing; Reef; Biology; Demography","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":[0.001056448,0.0001295629,0.0001482005,0.0006418368,0.0005974752,0.0008400933,0.0003507041,0.0002300632,0.0005561732],"category_scores_gemma":[0.00160403,0.00009269475,0.0001214167,0.0005440123,0.0005233383,0.000669861,0.0006564883,0.0003636222,0.00008700469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005916965,"about_ca_system_score_gemma":0.0004655911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03032264,"about_ca_topic_score_gemma":0.05926048,"domain_scores_codex":[0.9996618,0.000111661,0.00001736648,0.00007111562,0.00006373644,0.00007428641],"domain_scores_gemma":[0.9993336,0.0001067881,0.0002371608,0.00005785397,0.0001273127,0.0001372725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003647836,0.00004030684,0.9860946,0.00001080334,0.00002218377,0.0001706799,0.001768636,0.0000817749,0.0008844332,0.0001411747,0.0002376584,0.01051113],"study_design_scores_gemma":[0.000001422241,0.00001962385,0.9961881,0.000009745288,0.00000666332,0.00007387848,0.002975402,0.0001799444,0.00007491069,0.00005825916,0.0004087641,0.000003320721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994824,0.00006685932,0.00003602462,0.0001361445,0.000001318654,0.000001736756,0.00004922348,0.000001234087,0.000225032],"genre_scores_gemma":[0.9996087,0.00008618281,0.00008218212,0.00006365804,0.000003256413,0.000003421271,0.00007481183,5.513932e-7,0.00007731598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03032264,"threshold_uncertainty_score":0.0602923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529860199557272,"score_gpt":0.2329347441711163,"score_spread":0.1676361421755436,"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."}}