{"id":"W2903941645","doi":"10.3391/bir.2019.8.1.06","title":"Morphological identification of two invading ascidians: new records of Ascidiella aspersa (Müller, 1776) from Nova Scotia and Diplosoma listerianum (Milne-Edwards, 1841) from New Brunswick and Quebec","year":2019,"lang":"en","type":"article","venue":"BioInvasions Records","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Identification (biology); Biology; Zoology; Geography; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003219454,0.0003130233,0.0005864346,0.0001215834,0.0001078757,0.00005991462,0.0004253138,0.0002866697,0.01493568],"category_scores_gemma":[0.0004023829,0.0002849335,0.0001223858,0.000335874,0.0005543437,0.0004313772,0.0006252627,0.0002418923,0.0004448007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125906,"about_ca_system_score_gemma":0.0002221818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.402807,"about_ca_topic_score_gemma":0.3030389,"domain_scores_codex":[0.9975537,0.0001722729,0.0007914594,0.0008282893,0.0003097496,0.0003445165],"domain_scores_gemma":[0.9981062,0.000440988,0.0004592566,0.0006578325,0.00003083601,0.0003048728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009454405,0.0001053664,0.800971,0.00001843595,0.0000541795,0.000007753992,0.0004631123,0.000006161375,0.1695952,0.0002288018,0.01643213,0.01202328],"study_design_scores_gemma":[0.00128653,0.0002760754,0.9557444,0.0001160821,0.00008445678,0.00001325699,0.0003855892,0.0002306964,0.03330543,0.003005024,0.005162359,0.0003900869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991001,0.0005239665,0.0005170549,0.0006696271,0.001104581,0.0004314815,0.00008296434,0.00004556887,0.00562382],"genre_scores_gemma":[0.976588,0.0005513769,0.01028248,0.0002269237,0.0002344262,0.000002864865,0.0001276426,0.00002971224,0.01195662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547734,"threshold_uncertainty_score":0.9999603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158087044687127,"score_gpt":0.2398726867393733,"score_spread":0.218291816292502,"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."}}