{"id":"W2141567710","doi":"10.1139/f03-160","title":"Variation in the population biology of protogynous coral reef fishes over tens of kilometres","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"James Cook University; Great Barrier Reef Marine Park Authority","keywords":"Reef; Biology; Coral reef; Continental shelf; Coral reef fish; Population; Sex ratio; Habitat; Ecology; Sex change; Sexual maturity; Coral; Oceanography; Fishery; Fish <Actinopterygii>; Demography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001630884,0.000132968,0.00013024,0.0006840781,0.0001718738,0.0002205761,0.000181803,0.00015796,0.0009784362],"category_scores_gemma":[0.0006537311,0.0001408412,0.0001457929,0.0003904721,0.0003474793,0.0002073381,0.0003748131,0.0001289484,0.0001758046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118242,"about_ca_system_score_gemma":0.0001365207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008763951,"about_ca_topic_score_gemma":0.02669391,"domain_scores_codex":[0.9998848,0.00001890741,0.000007388802,0.00004689074,0.00002264104,0.00001931668],"domain_scores_gemma":[0.999597,0.00006866192,0.0001594614,0.00004728566,0.00005743224,0.00007022593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006031145,0.00001184429,0.9802577,0.00002461726,0.00006423869,0.0001024544,0.0009483641,0.0001259975,0.01287179,0.00005916923,0.00006579424,0.005407727],"study_design_scores_gemma":[4.007878e-7,0.0000090343,0.9997283,6.652229e-7,0.000002160976,0.00004605923,0.0000989133,0.00002157701,0.00003932822,0.000004909373,0.00004777272,9.415655e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996279,0.00004963442,0.00005242749,0.000005743071,0.000001043725,0.000001489616,0.00004639957,0.000003788025,0.0002114786],"genre_scores_gemma":[0.9996215,0.00003238484,0.00008641412,0.000005261988,0.000001349717,0.000003302564,0.00009172638,0.000001422005,0.0001565526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008763951,"threshold_uncertainty_score":0.01742584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792902531363996,"score_gpt":0.2226588248211978,"score_spread":0.2047297995075578,"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."}}