{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007587613,0.000239405,0.0004968038,0.0001318581,0.0003889615,0.00002846269,0.0007484946,0.0002161611,0.006929094],"category_scores_gemma":[0.0006669471,0.0001465857,0.0001102188,0.0009584451,0.001282844,0.00005810609,0.000353643,0.0008069357,0.00004419053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002823191,"about_ca_system_score_gemma":0.001305734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5996171,"about_ca_topic_score_gemma":0.9295549,"domain_scores_codex":[0.9966698,0.0009939589,0.0004283739,0.0005545291,0.0005613977,0.0007919695],"domain_scores_gemma":[0.9967489,0.001784017,0.0001567301,0.0006881218,0.0004188971,0.0002033754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004747067,0.00004886114,0.9931822,0.00003193249,0.000138615,0.00004392163,0.00004291354,0.00006341553,0.00009646823,0.0002125616,0.00267084,0.002993503],"study_design_scores_gemma":[0.0004721218,0.000572014,0.9867567,0.00002432773,0.00001612476,0.00001176237,0.0002739289,0.0001145674,0.001382429,0.0004956472,0.009731253,0.0001490903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883766,0.0002617669,0.000008143066,0.002513479,0.0002491591,0.0002910387,0.0006923442,0.00001151932,0.007595925],"genre_scores_gemma":[0.9893412,0.0001958918,0.00006850161,0.0000510691,0.0001743085,0.000002253093,0.001870637,0.000006124133,0.008289997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299378,"threshold_uncertainty_score":0.9939787,"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."}}