{"id":"W2772350384","doi":"10.1017/s0025315417001916","title":"Population dynamics of Atlantic seabob <i>Xiphopenaeus kroyeri</i> (Decapoda: Penaeidae) off the state of Sergipe, north-eastern Brazil","year":2017,"lang":"en","type":"article","venue":"Journal of the Marine Biological Association of the United Kingdom","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Carapace; Decapoda; Reproduction; Biology; Latitude; Population; Shrimp; Sex ratio; Fishery; Geography; Maturity (psychological); Ecology; Demography; Crustacean","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765954,0.0001491414,0.0001660505,0.0004802459,0.0001774051,0.0002321785,0.0001628725,0.0001361156,0.0008712831],"category_scores_gemma":[0.0004414193,0.0001300334,0.0001708448,0.0002987697,0.000239222,0.0001817946,0.0003216042,0.0001330922,0.0001372799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353751,"about_ca_system_score_gemma":0.000214192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03576698,"about_ca_topic_score_gemma":0.08785029,"domain_scores_codex":[0.999929,0.000009362549,0.000006359944,0.00002695608,0.00001431303,0.00001409481],"domain_scores_gemma":[0.9998009,0.00002239695,0.0001020618,0.00001088977,0.00003207303,0.00003174009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003185634,0.000008963755,0.9876947,0.00004236612,0.0000458717,0.0001206581,0.001091012,0.00009439111,0.003605505,0.0000847032,0.00008915693,0.007090766],"study_design_scores_gemma":[0.000001874568,0.00002836668,0.9986466,0.00001482994,0.000009019313,0.0001088339,0.0004853531,0.0001747445,0.000064681,0.00001653794,0.0004468869,0.000002338565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991428,0.0001785756,0.00004851419,0.0000195491,0.000001256579,0.00000406483,0.00008922616,0.000002211876,0.0005138323],"genre_scores_gemma":[0.9993895,0.0001474032,0.0001359461,0.000009426231,0.000001284528,0.000004034789,0.0001208639,9.21233e-7,0.000190492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03576698,"threshold_uncertainty_score":0.07111758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668401252507357,"score_gpt":0.2418468328836506,"score_spread":0.225162820358577,"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."}}