{"id":"W2896314458","doi":"10.1111/fog.12401","title":"Assessing connectivity patterns among management units of the Newfoundland and Labrador shrimp population","year":2018,"lang":"en","type":"article","venue":"Fisheries Oceanography","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biological dispersal; Pelagic zone; Shrimp; Population; Diel vertical migration; Fishery; Oceanography; Ecology; Larva; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001827055,0.0001111974,0.0001164352,0.00004703952,0.0002771422,0.0001309072,0.0002025743,0.00004664159,0.001327561],"category_scores_gemma":[0.0000244002,0.00008255037,0.00004012763,0.0006698331,0.0006473584,0.0005959232,0.0004715426,0.00009504858,0.000002061293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002712714,"about_ca_system_score_gemma":0.000003119609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003916878,"about_ca_topic_score_gemma":0.006836558,"domain_scores_codex":[0.9990704,0.00008474172,0.0001531019,0.0002254674,0.0002540563,0.0002122006],"domain_scores_gemma":[0.9995137,0.0000343793,0.00008404825,0.0002920932,0.00002060589,0.00005519008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000120386,0.00001986682,0.9801861,0.0000293686,0.00001741207,0.000001107392,0.0002691856,6.135888e-7,0.0000169272,0.00007545343,0.0003771319,0.01899476],"study_design_scores_gemma":[0.0001644332,0.00005905277,0.9917549,0.00001332904,0.00001207836,0.000001456894,0.0003723704,0.0001269446,0.00006846184,0.0003000551,0.007027803,0.00009904642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406084,0.000002261155,0.0001218144,0.0000940482,0.000102104,0.0001994203,0.000006917026,0.00002135381,0.05884365],"genre_scores_gemma":[0.99931,0.00001597443,0.0001842394,0.00006477494,0.00003393457,0.000006105927,0.00000783939,0.0000107774,0.0003664138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05870151,"threshold_uncertainty_score":0.9995854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705632701768653,"score_gpt":0.2392363344003149,"score_spread":0.2221800073826284,"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."}}