{"id":"W4413258942","doi":"10.5376/ijms.2025.15.0007","title":"Biodiversity and Ecological Functions of Coral Reef Fish in Hainan Island and the South China Sea","year":2025,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coral reef; Environmental issues with coral reefs; Geography; Biodiversity; Fishery; Coral reef protection; China; Reef; Ecology; Coral reef fish; Aquaculture of coral; Marine biodiversity; Fish <Actinopterygii>; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000707683,0.00004576832,0.0001086231,0.00008993325,0.0001047858,0.00003093548,0.0002780019,0.00001184352,0.00009155257],"category_scores_gemma":[0.0002453333,0.0000271806,0.00002502138,0.0001986816,0.0008340882,0.0001728255,0.00130343,0.00009157554,0.000001420459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005943203,"about_ca_system_score_gemma":0.00002222049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006172189,"about_ca_topic_score_gemma":0.001355601,"domain_scores_codex":[0.9993684,0.00002629713,0.0001772056,0.0001004543,0.0002510311,0.00007658171],"domain_scores_gemma":[0.9996901,0.00006740481,0.0001236059,0.00004377651,0.00004844919,0.00002666971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023799,0.00003184955,0.9917492,0.000001988655,0.000009077928,0.000006918337,0.0001983627,0.00002300328,0.00005406918,0.0004094105,0.0008132073,0.006600561],"study_design_scores_gemma":[0.0007419107,0.00005243216,0.9959153,0.00001126379,0.000006758421,0.00002918426,0.0001799328,0.0004626617,0.00002154417,0.001680094,0.0008712477,0.00002765666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876077,0.00001155635,0.00005083255,0.005088902,0.0003116204,0.00005018746,0.000007169619,0.000001455258,0.00687057],"genre_scores_gemma":[0.9993073,0.00004869549,0.00008378093,0.0001308313,0.00001364785,6.070468e-7,2.80368e-7,3.849104e-7,0.0004145244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169954,"threshold_uncertainty_score":0.3073233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005935569042652371,"score_gpt":0.211441311741081,"score_spread":0.2055057426984286,"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."}}