{"id":"W6888349144","doi":"10.18739/a2n29p67h","title":"Benthic macroinfaunal samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier, Northern Bering Sea to Chukchi Sea, 2013","year":2019,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":2,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001205684,0.002267621,0.002089267,0.001150755,0.001855332,0.001453454,0.00502753,0.001528958,0.006481438],"category_scores_gemma":[0.0009546155,0.002028307,0.0006089145,0.002231308,0.0004725949,0.0003801228,0.001206903,0.003424902,0.05201486],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003072054,"about_ca_system_score_gemma":0.006172483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.940557,"about_ca_topic_score_gemma":0.9983433,"domain_scores_codex":[0.9890553,0.001031453,0.001557772,0.002638566,0.002449958,0.003266949],"domain_scores_gemma":[0.9898907,0.001362642,0.0008443386,0.005068619,0.0006110315,0.002222681],"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":[0.0004335593,0.00009408607,0.02830087,0.000110409,0.0009718747,0.0002546429,0.0005432424,0.0004413839,0.0001310183,0.000003239627,0.9686127,0.0001029883],"study_design_scores_gemma":[0.00142869,0.0001591983,0.05244442,0.0006952374,0.0008124075,0.00007723207,0.0002969106,0.0002208356,0.00006200599,0.00002046737,0.9414564,0.002326153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08124293,0.001714268,0.000002689732,0.0009567724,0.001952341,0.003264493,0.9101888,0.0002835089,0.0003942121],"genre_scores_gemma":[0.01456628,0.000248448,0.0001578699,0.003226525,0.0021247,0.0003212075,0.9780067,0.0007825818,0.0005656502],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06781796,"threshold_uncertainty_score":0.9997672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783914649188979,"score_gpt":0.2551568732165538,"score_spread":0.227317726724664,"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."}}