{"id":"W2898479655","doi":"10.15517/rbt.v66i4.32551","title":"Population structure and reproductive cycle of the commercial sea cucumber Holothuria mexicana in Belize","year":2018,"lang":"en","type":"article","venue":"Revista de Biología Tropical","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; Oak Foundation","keywords":"Seagrass; Overfishing; Sea cucumber; Biology; Sexual maturity; Mangrove; Population; Sex ratio; Gonad; Coral reef; Ecology; Reproductive biology; Fishery; Habitat; Reproduction; Reef; Zoology; Demography; Fishing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260539,0.00008702562,0.0001996457,0.000007318727,0.0001224205,0.0000074682,0.0001578645,0.0002146456,0.000144859],"category_scores_gemma":[0.000264808,0.00003007596,0.00003765124,0.0001469062,0.000379349,0.00002808347,0.00009573162,0.0001581023,0.00000230048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309084,"about_ca_system_score_gemma":0.000006259589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646087,"about_ca_topic_score_gemma":0.01358356,"domain_scores_codex":[0.9990082,0.0003095246,0.0001911638,0.0002594165,0.0000390366,0.0001926564],"domain_scores_gemma":[0.9996382,0.0001350025,0.00008458592,0.00008195185,0.00002691773,0.00003335438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006140132,0.00002003321,0.9738503,0.000003079714,0.000006223986,5.324943e-7,0.00003546216,1.848812e-7,0.01821886,0.001933684,0.00007001816,0.005800277],"study_design_scores_gemma":[0.0001076848,0.0001921894,0.9949367,0.000008620892,0.000007586698,0.00000979052,0.00001441797,0.00003423562,0.001113571,0.002400392,0.001107788,0.00006704464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977404,0.000200718,9.764888e-7,0.001725726,0.00009386831,0.000134189,0.00003567123,0.00001120507,0.00005716925],"genre_scores_gemma":[0.9992559,0.00002343686,0.00005862824,0.000302766,0.0003225913,0.000002986395,0.0000205802,6.332723e-7,0.00001247947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108643,"threshold_uncertainty_score":0.7579943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037318271414474,"score_gpt":0.2343568447588358,"score_spread":0.2239836620446911,"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."}}