{"id":"W4220694086","doi":"10.1163/15685403-bja10175","title":"Heterolaophonte natator n. sp. (Copepoda, Harpacticoida) from Haida Gwai, British Columbia — and possible relatives in the U.K. and Iceland","year":2022,"lang":"en","type":"article","venue":"Crustaceana","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Harpacticoida; Carcinology; Copepod; Genus; Geography; Calanoida; Ecology; Biology; Zoology; Archaeology; Crustacean; Decapoda","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006571595,0.00008001327,0.0001668712,0.00004024524,0.0007554002,0.0002664972,0.0002171691,0.00006865604,0.006526672],"category_scores_gemma":[0.0001029926,0.00008421786,0.00002092499,0.0001583493,0.0002590449,0.000187172,0.00009284472,0.0004995582,0.00001887065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006078218,"about_ca_system_score_gemma":0.00004697816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1294696,"about_ca_topic_score_gemma":0.513117,"domain_scores_codex":[0.9986402,0.0004299921,0.0001504674,0.0003234615,0.000153636,0.0003022771],"domain_scores_gemma":[0.9991913,0.0005149543,0.00004828824,0.000148927,0.00001184223,0.00008472217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006423307,0.00001688125,0.9896356,0.000006265864,0.00001959595,0.0002355913,0.0004871166,0.00001270316,0.000004053002,0.000002758339,0.005061904,0.004453326],"study_design_scores_gemma":[0.0005211096,0.0002159937,0.9856659,0.00000408149,0.000008172578,0.0001043957,0.001584504,0.0009114125,6.551791e-7,0.000805467,0.01007402,0.0001042892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920996,0.003692487,4.830269e-7,0.0006186807,0.0001407965,0.0002239366,0.0002006669,0.0000129384,0.003010397],"genre_scores_gemma":[0.9965976,0.0002482944,0.00003754953,0.0004734206,0.00003824761,0.000007088403,0.0001030176,0.000003107766,0.002491691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836474,"threshold_uncertainty_score":0.9943815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420510177179386,"score_gpt":0.2158508656142568,"score_spread":0.2016457638424629,"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."}}