{"id":"W4327938281","doi":"10.1111/jbi.14599","title":"Functional diversity patterns of reef fish, corals and algae in the Brazilian biogeographical province","year":2023,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Species richness; Ecology; Biology; Taxon; Reef; Coral reef; Algae; Coral reef fish","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":[0.0005288291,0.0002136391,0.0003593839,0.001612925,0.0004864541,0.0004510025,0.0002983138,0.0001573405,0.0009302842],"category_scores_gemma":[0.002170419,0.000261426,0.000347083,0.001893008,0.0005435554,0.0001877418,0.000685123,0.0001637955,0.00008082701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008129784,"about_ca_system_score_gemma":0.0009500799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2099041,"about_ca_topic_score_gemma":0.3567127,"domain_scores_codex":[0.9996622,0.00007534066,0.00003069215,0.00009855312,0.00007303005,0.00006015165],"domain_scores_gemma":[0.9988571,0.0002440049,0.000415764,0.00009379367,0.0002862877,0.0001030138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001981166,0.000004291782,0.9934821,0.00003482122,0.00004430508,0.00002936116,0.0008694474,0.0001389382,0.001394521,0.0001444571,0.00006172164,0.003776367],"study_design_scores_gemma":[0.000001542517,0.000005550717,0.9990088,0.00001138224,0.00001043579,0.0000416852,0.0003818357,0.0002294473,0.00005021611,0.00003814474,0.0002182776,0.000002682877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984974,0.0002306245,0.0001617822,0.00005326303,0.000001135191,0.00000495854,0.0003280807,0.000004608061,0.000718185],"genre_scores_gemma":[0.9994753,0.00008532721,0.000183696,0.000005488527,0.000001119541,0.000004797617,0.0001609679,0.000001733947,0.00008156015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099041,"threshold_uncertainty_score":0.4173647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367032845940814,"score_gpt":0.2045889873953952,"score_spread":0.190918658935987,"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."}}