{"id":"W2032321295","doi":"10.1038/nature01393","title":"Patterns and processes in reef fish diversity","year":2003,"lang":"en","type":"article","venue":"Nature","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":347,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Ecology; Biological dispersal; Biodiversity; Reef; Beta diversity; Competition (biology); Biology; Geography; Population","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":[0.0009277964,0.0001044059,0.0001638277,0.00163072,0.0005188521,0.001012334,0.0003953416,0.0004550707,0.002084763],"category_scores_gemma":[0.003588218,0.0003659326,0.0002648982,0.002044258,0.001775297,0.001418903,0.0009493749,0.0005121307,0.0001985348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008759107,"about_ca_system_score_gemma":0.0004176425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02135324,"about_ca_topic_score_gemma":0.06284865,"domain_scores_codex":[0.9996082,0.0001198352,0.00003409022,0.00009671971,0.00006255125,0.00007860168],"domain_scores_gemma":[0.9984258,0.0005499254,0.0005078276,0.0001420181,0.0001876062,0.0001867872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008222118,0.00003306595,0.9930935,0.00001550895,0.00006401553,0.00002562912,0.001187334,0.0001654209,0.0009040567,0.0006845596,0.0001055075,0.003639273],"study_design_scores_gemma":[0.000001184265,0.000007551365,0.9988515,0.000002059993,0.000003443295,0.00002099148,0.000680462,0.0001054009,0.00002803025,0.0002081854,0.00008929998,0.000001894269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986035,0.0001826208,0.00009387624,0.0001232982,0.000001815614,0.000002977006,0.0001161265,0.000002049705,0.0008738186],"genre_scores_gemma":[0.9994697,0.0001027789,0.00007646721,0.00001452657,0.000003660984,0.000003868374,0.0000681269,0.000001770262,0.0002590052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135324,"threshold_uncertainty_score":0.04245794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006175851861397576,"score_gpt":0.1945544197291351,"score_spread":0.1883785678677376,"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."}}