{"id":"W4413577115","doi":"10.64628/aam.9d7u33qga","title":"Sharks and rays are in free fall: More than one-third are threatened with extinction from overfishing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Overfishing; Threatened species; Extinction (optical mineralogy); Fishery; Environmental science; Geography; Ecology; Geology; Biology; Paleontology; Fishing","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":[0.0004276473,0.0002711745,0.0002369918,0.0005351242,0.0005748683,0.001062814,0.0001576147,0.0003573539,0.01179134],"category_scores_gemma":[0.001086581,0.0001187137,0.000217594,0.000869302,0.0003069715,0.0005766931,0.0006598221,0.0003566448,0.0016989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467245,"about_ca_system_score_gemma":0.0006113464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413099,"about_ca_topic_score_gemma":0.03128189,"domain_scores_codex":[0.9997298,0.00002454093,0.000009514442,0.00003409677,0.0001107805,0.00009111839],"domain_scores_gemma":[0.9994664,0.00008019525,0.0001624323,0.00003403653,0.0001071878,0.000149747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002331163,0.00006758899,0.8450019,0.00007524379,0.0000865047,0.0004033635,0.001375038,0.0001707061,0.002382762,0.001123365,0.02060383,0.1284767],"study_design_scores_gemma":[0.0000140539,0.00008511003,0.9680244,0.00004900284,0.00004461699,0.0006754422,0.004153242,0.0002584915,0.0005682909,0.0008839723,0.02523263,0.00001079215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9707361,0.0009997244,0.0004258276,0.002123453,0.0001983857,0.00001096445,0.002245914,0.00009073901,0.02316897],"genre_scores_gemma":[0.9715039,0.001692847,0.0005833674,0.0007550888,0.0001019637,0.00001178523,0.002697019,0.00002994313,0.02262416],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02413099,"threshold_uncertainty_score":0.04798108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827064501613296,"score_gpt":0.2039741719803491,"score_spread":0.1857035269642162,"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."}}