{"id":"W6945028393","doi":"10.18739/a25717n5b","title":"Benthic macroinfaunal samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier, Northern Bering Sea to Chukchi Sea, 2015","year":2019,"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); Population; Latitude; Plankton; Drift ice","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":[0.0002898819,0.0008283483,0.0002955457,0.002538471,0.001718209,0.0006077897,0.0005957308,0.0001830827,0.004186257],"category_scores_gemma":[0.0005253812,0.0002447475,0.0002662242,0.004192797,0.0002984264,0.0001577925,0.0006328425,0.0002866742,0.001243042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006175143,"about_ca_system_score_gemma":0.008232694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9513727,"about_ca_topic_score_gemma":0.9893895,"domain_scores_codex":[0.9995696,0.000009127576,0.00002681974,0.0001055484,0.0001923377,0.00009659099],"domain_scores_gemma":[0.9990712,0.00001121393,0.0001205512,0.00002868699,0.0006550559,0.0001132943],"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":[0.0001776357,0.00005061502,0.8857904,0.0003009374,0.0001209363,0.0003229494,0.001433361,0.0004363105,0.003906974,0.0001321891,0.07186016,0.03546751],"study_design_scores_gemma":[0.000002782112,0.000009843343,0.988888,0.00002418959,0.000009584614,0.00002039923,0.0004315395,0.000061338,0.000194429,0.000004512205,0.01034888,0.000004565407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6416497,0.001116946,0.0007352947,0.000187007,0.0001077639,0.0004291223,0.3309109,0.0001841989,0.02467918],"genre_scores_gemma":[0.5904398,0.00167065,0.004393105,0.0004752705,0.0000506529,0.0005641359,0.3587284,0.00008974018,0.04358813],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04862732,"threshold_uncertainty_score":0.09782732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958445360734094,"score_gpt":0.2677880770218641,"score_spread":0.2382036234145231,"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."}}