{"id":"W4313829390","doi":"10.3897/zse.99.95980","title":"Possible causes of amphi-Atlantic distribution of Orchestia gammarellus (Pallas, 1776) (Crustacea, Amphipoda, Talitridae) in the North Atlantic: a review","year":2023,"lang":"en","type":"review","venue":"Zoosystematics and Evolution","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huntsman Marine Science Centre","funders":"Minnesota Supercomputing Institute, University of Minnesota; University of Minnesota","keywords":"Biological dispersal; Vicariance; Amphipoda; Shore; Ecology; Biogeography; Biology; Crustacean; Oceanography; Fishery; Phylogeography; Geology; Population; Phylogenetics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001337114,0.0003118465,0.001187193,0.0001461051,0.0000801256,0.00003480056,0.0003797529,0.0002772491,0.000004872103],"category_scores_gemma":[0.000626112,0.0002222916,0.0002995231,0.0007744749,0.0001263651,0.000007467173,0.0000876675,0.0001582684,0.00002295524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005369271,"about_ca_system_score_gemma":0.0002315348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530564,"about_ca_topic_score_gemma":0.0005488893,"domain_scores_codex":[0.9967285,0.0005616167,0.001724935,0.0003992619,0.0003598563,0.0002258746],"domain_scores_gemma":[0.9973243,0.0001371418,0.00139598,0.000797997,0.0002937632,0.00005078187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002310746,0.0003576443,0.005810217,0.9735557,0.0005638062,0.000005437143,0.0002015369,0.0000188399,0.0001312081,0.007931523,0.008393248,0.003007705],"study_design_scores_gemma":[0.001343335,0.0006141868,0.02029417,0.3498954,0.00663482,0.0003639119,0.0007286491,0.0006035698,0.0001007219,0.000226479,0.617122,0.002072814],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01085406,0.9857692,0.0008595885,0.00003861447,0.000164572,0.001930242,0.0003375387,0.00001328323,0.00003297675],"genre_scores_gemma":[0.08593843,0.9095137,0.00002868751,0.000007920466,0.00007010811,0.0001528033,0.004122422,0.00002972018,0.0001362535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6236604,"threshold_uncertainty_score":0.9064786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05829084861107604,"score_gpt":0.3183344674599918,"score_spread":0.2600436188489157,"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."}}