{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004713153,0.0007715009,0.0009549661,0.0003561998,0.001186659,0.0002550009,0.00123524,0.000557811,0.01819227],"category_scores_gemma":[0.002094588,0.0006557971,0.0002745021,0.0008042631,0.0001807901,0.00007195055,0.0006817785,0.002364686,0.0004159678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831856,"about_ca_system_score_gemma":0.002617831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8564459,"about_ca_topic_score_gemma":0.9825072,"domain_scores_codex":[0.9956689,0.0002698287,0.0006700395,0.001002597,0.001204664,0.001183927],"domain_scores_gemma":[0.9951117,0.001385348,0.00023671,0.001739416,0.0001735482,0.001353253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003746492,0.00007377331,0.0426625,0.00007031726,0.0003717039,0.0007805142,0.0002754919,0.00007771318,0.00001184425,0.000002766341,0.9546657,0.0006330592],"study_design_scores_gemma":[0.001120874,0.0002818975,0.1079612,0.0004346408,0.0006697029,0.0001194993,0.0002271977,0.00006528918,0.00003094954,0.0000195055,0.8883839,0.0006853321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03809876,0.001801814,0.000006689035,0.002326953,0.00128601,0.001158676,0.9547924,0.0001306346,0.0003980146],"genre_scores_gemma":[0.01530288,0.0003206752,0.0001832801,0.00622835,0.001332659,0.0001740406,0.9759989,0.0001252679,0.000334],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1260612,"threshold_uncertainty_score":0.9999369,"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."}}