{"id":"W4238950205","doi":"10.7287/peerj.preprints.2464v3","title":"Potential connectivity among American lobster fisheries as a result of larval drift across the species’ range in eastern North America","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick","funders":"","keywords":"Homarus; American lobster; Fishery; Range (aeronautics); Fisheries management; Geography; Larva; Spatial ecology; Ecology; Biology; Fishing; 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":[0.0002767844,0.0003152472,0.000267941,0.0004779524,0.0003855353,0.0006588707,0.0004700237,0.0005301223,0.0009787006],"category_scores_gemma":[0.0009182076,0.0002957016,0.0004220387,0.0003563458,0.0005050674,0.0007482254,0.0006574243,0.0002918507,0.00007400811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167595,"about_ca_system_score_gemma":0.0004634782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08493793,"about_ca_topic_score_gemma":0.08316063,"domain_scores_codex":[0.9999176,0.00002273682,0.000004009568,0.00003032318,0.000006654064,0.00001853051],"domain_scores_gemma":[0.9996952,0.0001485031,0.0000661596,0.0000163326,0.0000247123,0.00004918229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009491509,0.00006940144,0.2312505,0.00001898217,0.00009618964,0.0001946515,0.000171509,0.7631714,0.001058061,0.0009615732,0.0002885702,0.002624241],"study_design_scores_gemma":[0.00003864084,0.00006387442,0.09946067,0.000009655723,0.00005410276,0.00006533549,0.0002395964,0.8983461,0.0002193552,0.00122105,0.0002627143,0.00001898458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992367,0.00001732696,0.000371527,0.00003505466,7.335537e-7,0.000001378948,0.00005229395,0.00001077096,0.0002741873],"genre_scores_gemma":[0.9995224,0.0000219334,0.0002061165,0.000006637202,9.211226e-7,0.000002883365,0.0000582596,0.000003042607,0.0001776742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08493793,"threshold_uncertainty_score":0.1688871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548433932368802,"score_gpt":0.252988415489871,"score_spread":0.237504076166183,"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."}}