{"id":"W2296970813","doi":"10.1007/s10530-016-1116-3","title":"Cryptic invaders: nonindigenous and cryptogenic freshwater Bryozoa and Entoprocta in the St. Lawrence River","year":2016,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Bryozoa; Invertebrate; Holarctic; Ecology; Moss; Introduced species; Invasive species; Benthic zone; Taxonomy (biology); Genus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003039126,0.0001181613,0.0001201818,0.00001842855,0.0002214206,0.00001681425,0.0002214614,0.0001606372,0.005881654],"category_scores_gemma":[0.0001028244,0.00004983953,0.00002337393,0.00008944911,0.001096497,0.0001074652,0.0002437782,0.0001209013,0.0006009408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000333592,"about_ca_system_score_gemma":0.000008719438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595359,"about_ca_topic_score_gemma":0.001605231,"domain_scores_codex":[0.9989907,0.0001611462,0.0001529013,0.0003063936,0.00009261804,0.0002962155],"domain_scores_gemma":[0.9994344,0.0002967981,0.0000349522,0.0001581327,0.000003352463,0.0000723593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001648785,0.0001957481,0.9488344,0.000001965141,0.000005503409,0.00005412515,0.001707349,4.076086e-7,0.04116554,0.0007757893,0.002051918,0.005190812],"study_design_scores_gemma":[0.0004992734,0.0003332274,0.9845993,0.00001776759,0.00001526313,0.00005151426,0.0003666258,0.00002153464,0.0006875157,0.008765556,0.004445601,0.0001968384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979113,0.00005956145,0.00006024408,0.0012785,0.00003525031,0.0002496862,0.00001207375,0.00001562084,0.0003777606],"genre_scores_gemma":[0.9976708,0.0001926318,0.0005919411,0.001279185,0.00001518031,0.00004295464,0.000003361715,0.000003295759,0.0002006588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04047802,"threshold_uncertainty_score":0.9950271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134603267477867,"score_gpt":0.2442804727747,"score_spread":0.1308201460269134,"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."}}