{"id":"W3095660790","doi":"10.1007/s00338-020-02020-7","title":"Highly diverse mesophotic reef fish communities in Raja Ampat, West Papua","year":2020,"lang":"en","type":"article","venue":"Coral Reefs","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Oxford; Fisheries Society of the British Isles; Walton Family Foundation; Fondation Bertarelli","keywords":"Reef; Coral reef; Raja; Fishery; Coral reef fish; Abundance (ecology); Fishing; Coral; Population; Geography; Lutjanidae; Ecology; Biology; Oceanography; Fish <Actinopterygii>; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187024,0.000180112,0.000170142,0.0006022761,0.0003667568,0.0003316572,0.0003305206,0.0001581246,0.0008049123],"category_scores_gemma":[0.0002959258,0.0001737551,0.000115811,0.0003868079,0.0004383,0.0003056198,0.0005682135,0.0001415718,0.00009994481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253583,"about_ca_system_score_gemma":0.0002861864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278048,"about_ca_topic_score_gemma":0.03543218,"domain_scores_codex":[0.9999114,0.00001630997,0.000008806795,0.00002987762,0.00001353333,0.00002000814],"domain_scores_gemma":[0.9998214,0.000030955,0.00006535823,0.00001662774,0.0000248105,0.00004099096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117028,0.00007028265,0.9468955,0.0001914238,0.00007587229,0.001670922,0.01073435,0.0001739665,0.01865619,0.0001541302,0.000125709,0.02113462],"study_design_scores_gemma":[0.000002400436,0.00006008264,0.9949194,0.00001610329,0.00001366885,0.0004708407,0.003760087,0.0001551098,0.0002722759,0.00003094671,0.0002933858,0.000005704033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996345,0.00002292575,0.00002372269,0.000008208809,4.499191e-7,0.000005952896,0.00004312884,0.000001644888,0.0002594222],"genre_scores_gemma":[0.9996936,0.00002465694,0.0001048178,0.000007102025,5.822496e-7,0.00000798909,0.00002747548,4.724339e-7,0.0001333327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278048,"threshold_uncertainty_score":0.0254122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359491412166128,"score_gpt":0.2178024775844355,"score_spread":0.1818533363678227,"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."}}