{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244224,0.0002887074,0.0002407308,0.002924305,0.001475853,0.0004399994,0.0004813725,0.0002750866,0.001175037],"category_scores_gemma":[0.0005367602,0.0001802991,0.0001677001,0.002183827,0.001055041,0.0002718947,0.0006329613,0.0003942923,0.0003237101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002613999,"about_ca_system_score_gemma":0.001915023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4794663,"about_ca_topic_score_gemma":0.787836,"domain_scores_codex":[0.9997494,0.00001426168,0.00002661378,0.00005896748,0.00007858834,0.00007229927],"domain_scores_gemma":[0.9987742,0.00008001607,0.0003335612,0.00008009868,0.000486833,0.0002451265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002026917,0.00003033065,0.9081984,0.00009086903,0.00002279132,0.001134545,0.005500346,0.0001008107,0.06597459,0.0001863848,0.0003011203,0.01825724],"study_design_scores_gemma":[0.000001479995,0.00001674533,0.9975572,0.000005535958,0.000003744449,0.0003224797,0.0005630886,0.0000202648,0.0004001704,0.000005046328,0.001100991,0.000003325399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956729,0.00023342,0.0001726716,0.00002693912,0.000009451977,0.00002504347,0.0004528926,0.000008727848,0.003397997],"genre_scores_gemma":[0.9978957,0.0001058525,0.0005182198,0.00002148875,0.000003591466,0.00001106123,0.0003990037,0.000003015804,0.001042113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205337,"threshold_uncertainty_score":0.953351,"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."}}