{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004537378,0.00004022213,0.00004804563,0.000007309967,0.00007052771,0.000005184138,0.00004317864,0.0001000824,0.0001591866],"category_scores_gemma":[0.00005580432,0.00003190911,0.000005674668,0.00008589644,0.00001137583,0.00006545087,0.0002557918,0.0002309344,0.000009651847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136006,"about_ca_system_score_gemma":0.000001542819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555235,"about_ca_topic_score_gemma":0.009594763,"domain_scores_codex":[0.999704,0.000008702755,0.000031495,0.0001086793,0.00007096642,0.00007617006],"domain_scores_gemma":[0.9999162,0.000011736,0.0000109304,0.00004037395,0.000002845537,0.00001790765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001442838,0.00001035242,0.9953781,0.00001767569,9.581075e-7,0.000005075211,0.0001829991,2.814196e-7,0.000009161466,0.00001761893,0.003659814,0.0007164783],"study_design_scores_gemma":[0.00009581794,0.000009544752,0.9633809,0.000007960029,0.000001567077,0.000002751369,0.00007466702,0.000001441793,0.00008699448,0.0002477075,0.03604242,0.0000482597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880567,0.0001009806,0.000001136035,0.0003663508,0.00005546326,0.00005161529,0.000003803176,0.000008577559,0.01135535],"genre_scores_gemma":[0.9986834,0.00006735101,0.00001897961,0.0003395883,0.000006932719,0.000001836129,6.388716e-7,0.000001326115,0.0008799817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03238261,"threshold_uncertainty_score":0.5354103,"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."}}