{"id":"W2919923066","doi":"10.1111/jbi.13504","title":"Trans‐Arctic speciation of Florideophyceae (Rhodophyta) since the opening of the Bering Strait, with consideration of the “species pump” hypothesis","year":2019,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Arctic; Biology; Genetic algorithm; Pleistocene; Ecology; Oceanography; Reproductive isolation; Paleontology; Geology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003896153,0.00008866941,0.0002295979,0.00009185912,0.00008008755,0.0000188074,0.0003176962,0.00003842562,0.0001985956],"category_scores_gemma":[0.00003915138,0.00003730905,0.0002061741,0.0003935317,0.0002027829,0.0001433414,0.00001446628,0.0001446051,5.368129e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001639279,"about_ca_system_score_gemma":0.00005632511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091162,"about_ca_topic_score_gemma":0.002173815,"domain_scores_codex":[0.998975,0.0001246486,0.0004041121,0.00007713268,0.0003104661,0.0001086521],"domain_scores_gemma":[0.9985901,0.000366169,0.0007213519,0.0001650152,0.0001364434,0.00002088414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001862259,0.00001654892,0.9816216,0.00004517877,0.0001104653,8.683602e-7,0.0002333447,0.001453272,0.01093613,0.0001150663,0.00001636601,0.005264892],"study_design_scores_gemma":[0.0002427813,0.0003044934,0.9857083,0.000110101,0.00006221687,0.00004488445,0.0004231157,0.00007385029,0.01189209,0.0004318453,0.000653619,0.00005271441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965128,0.0001917336,0.00002202942,0.0006546824,0.0002684095,0.0001523479,0.00006416316,0.000001312544,0.002132512],"genre_scores_gemma":[0.9995419,0.00009683099,0.0001899524,0.00005920428,0.00006835114,1.444625e-7,0.000001732805,0.000001875666,0.00003998894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005212178,"threshold_uncertainty_score":0.2174482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182356538896393,"score_gpt":0.168861369974291,"score_spread":0.1570378045853271,"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."}}