{"id":"W6925954787","doi":"10.18739/a23n20g4m","title":"Benthic macroinfaunal samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier, Northern Bering Sea to Chukchi Sea, 2010","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Prenatal Screening and Diagnostics","field":"Medicine","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":[0.0002093155,0.0007301912,0.0002515978,0.002224754,0.002033619,0.0005534405,0.0004953201,0.0001688616,0.004459795],"category_scores_gemma":[0.0003626395,0.0002311379,0.0001978587,0.003726285,0.0003072684,0.0001404342,0.0005083387,0.0002710652,0.001272799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005423125,"about_ca_system_score_gemma":0.006399821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9460559,"about_ca_topic_score_gemma":0.9895336,"domain_scores_codex":[0.9997092,0.000006119528,0.00001717848,0.00007977097,0.0001141782,0.00007356076],"domain_scores_gemma":[0.9993686,0.000007865988,0.00007421394,0.00002139125,0.0004367169,0.00009124031],"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":[0.0001709337,0.00004979629,0.9076986,0.000204583,0.00007843587,0.0003076895,0.001471204,0.0002450496,0.005184273,0.0001073129,0.04884112,0.03564103],"study_design_scores_gemma":[0.000002513838,0.00001056667,0.991792,0.00001406408,0.000007996483,0.00002318277,0.000476579,0.00004623186,0.0002049693,0.000003827293,0.007414206,0.000003749167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.7798404,0.0008285885,0.0005723989,0.0001573054,0.00007054837,0.0004226724,0.1952683,0.0001351832,0.02270466],"genre_scores_gemma":[0.7057357,0.001554021,0.00421261,0.0005556689,0.00004195949,0.0005175772,0.234673,0.00007561407,0.05263386],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.05394405,"threshold_uncertainty_score":0.1085234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458569849634694,"score_gpt":0.2563678636394129,"score_spread":0.231782165143066,"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."}}