{"id":"W6888479358","doi":"10.18739/a2z60c36q","title":"Benthic macroinfaunal samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier, Northern Bering Sea to Chukchi Sea, 2017","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Benthic zone; Arctic ice pack; Arctic; Biomass (ecology); Coast guard; Population; Latitude; Plankton","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":[0.0002159548,0.0007008861,0.0002548672,0.002168188,0.002082175,0.0006082035,0.0004934676,0.0001722157,0.004190736],"category_scores_gemma":[0.0003718309,0.0002248735,0.0002111392,0.003614595,0.0003213195,0.0001378692,0.0005587616,0.0002708012,0.001222294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005189651,"about_ca_system_score_gemma":0.007067623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9463673,"about_ca_topic_score_gemma":0.9885979,"domain_scores_codex":[0.9996878,0.000006823297,0.00001762254,0.00008394387,0.00012074,0.00008310821],"domain_scores_gemma":[0.9993761,0.000008085103,0.00007253978,0.00002146709,0.0004254298,0.00009635904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001580136,0.00004264234,0.9195695,0.0001755855,0.00007367908,0.0003179527,0.001374403,0.0002264464,0.00421771,0.00009942497,0.04250219,0.03124235],"study_design_scores_gemma":[0.000002611387,0.00000954979,0.9916609,0.00001841499,0.000007960269,0.0000240319,0.0006047265,0.00005088883,0.0001909785,0.000004210052,0.00742219,0.000003638302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.7993878,0.0008110401,0.0005657045,0.0001678505,0.00007873681,0.0003719975,0.176644,0.0001344129,0.02183847],"genre_scores_gemma":[0.7349766,0.001430214,0.003791274,0.0005495711,0.0000433802,0.0004591239,0.2136758,0.0000815577,0.04499245],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.05363274,"threshold_uncertainty_score":0.1078971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995869340195026,"score_gpt":0.2606031307879179,"score_spread":0.2306444373859676,"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."}}