{"id":"W3136880350","doi":"10.1080/17451000.2021.1892766","title":"A new species of<i>Dynoides</i>Barnard, 1914 (Crustacea, Isopoda, Sphaeromatidae) from Canada, with notes on geographic distribution of the north-eastern Pacific Ocean species","year":2021,"lang":"en","type":"article","venue":"Marine Biology Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Isopoda; Apex (geometry); Crustacean; Biology; Pacific ocean; Genus; Ecology; Oceanography; Anatomy; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203982,0.0006254918,0.0005142341,0.002318508,0.003660782,0.0006424356,0.001168264,0.0008687095,0.007044881],"category_scores_gemma":[0.0003301612,0.000369492,0.0002200069,0.001160653,0.001197401,0.0009436188,0.001174413,0.001226002,0.003055791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004117685,"about_ca_system_score_gemma":0.002746646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3273663,"about_ca_topic_score_gemma":0.5891854,"domain_scores_codex":[0.9998041,0.00000844207,0.00001390724,0.00005766182,0.00006685648,0.00004907931],"domain_scores_gemma":[0.9997455,0.00002183981,0.00006570412,0.00001153812,0.00009818298,0.00005714551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001075711,0.0002269524,0.09996267,0.002149942,0.0001629806,0.01075052,0.01010183,0.0009479012,0.06003144,0.003257095,0.04749241,0.7638406],"study_design_scores_gemma":[0.0001009536,0.0003967102,0.4817241,0.0007196988,0.0001844789,0.01012426,0.004079984,0.0005022056,0.002079388,0.0005576378,0.4993857,0.0001447718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710264,0.02253464,0.009062957,0.002192586,0.002967033,0.001810567,0.008757378,0.001796787,0.2406141],"genre_scores_gemma":[0.9183519,0.006535775,0.01673774,0.002524327,0.0003477441,0.0005202509,0.00724337,0.0000779949,0.04766093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6726337,"threshold_uncertainty_score":0.6509216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626828095871448,"score_gpt":0.2375431599163735,"score_spread":0.211274878957659,"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."}}