{"id":"W4317034991","doi":"10.1038/s41467-022-35091-x","title":"Half a century of rising extinction risk of coral reef sharks and rays","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland; Simon Fraser University","funders":"Canada Research Chairs","keywords":"Overfishing; Threatened species; Coral reef; IUCN Red List; Fishery; Reef; Habitat destruction; Ecology; Coral reef protection; Aquaculture of coral; Biodiversity; Coral bleaching; Population; Extinction (optical mineralogy); Geography; Fishing; Biology; Habitat","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":[],"consensus_categories":[],"category_scores_codex":[0.0002738592,0.00004638245,0.00008892742,0.00003861215,0.0001287882,0.000001689607,0.0002932705,0.0001796488,0.0001164516],"category_scores_gemma":[0.0001748238,0.00004200326,0.00002561078,0.0002338267,0.0003682562,0.00004690637,0.0006074036,0.0003582325,0.00002961881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001462804,"about_ca_system_score_gemma":0.000004886155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225935,"about_ca_topic_score_gemma":0.0008287134,"domain_scores_codex":[0.9995089,0.0001393155,0.0001295758,0.00009080733,0.00005035581,0.00008107879],"domain_scores_gemma":[0.9991401,0.0001847774,0.0001027193,0.0005403424,0.00001278584,0.00001925145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004499125,0.0001076781,0.9530365,0.000009765969,0.00003635028,4.656428e-7,0.000634014,0.00005056766,0.01710416,0.004081337,0.004920353,0.01997376],"study_design_scores_gemma":[0.0001564292,0.00003803612,0.9617789,0.000005622626,0.00002604111,0.00000378903,0.0001108108,0.0008660837,0.0003925614,0.0009300665,0.03564269,0.0000490054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862023,0.001065985,0.00003496819,0.0009588391,0.0001254781,0.000116171,0.00002280287,0.00003445486,0.01143899],"genre_scores_gemma":[0.9962128,0.00196268,0.001619432,0.00004534672,0.000006698031,0.000005315871,0.00005667366,0.000003499973,0.0000876015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03072234,"threshold_uncertainty_score":0.1712843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128784260945554,"score_gpt":0.2729248267752926,"score_spread":0.2600464006807372,"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."}}