{"id":"W6888490737","doi":"10.18739/a23x83k85","title":"Pacific Marine Arctic Regional Synthesis (PacMARS) benthic infauna, from Saint Lawrence Island, Alaska to the the East Siberian, Chukchi, and Beaufort Seas, Arctic Ocean, 1970-2012","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":"Arctic; Arctic ecology; Sea ice; Arctic dipole anomaly; Arctic ice pack; Arctic sea ice decline; Marine ecosystem; Continental shelf; Context (archaeology)","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":[0.001303207,0.001312437,0.0007064433,0.006444795,0.001004419,0.001844878,0.0009452592,0.000386485,0.02291541],"category_scores_gemma":[0.00343608,0.0006488003,0.000632648,0.01808494,0.0003820939,0.001309476,0.001769454,0.001134452,0.009038664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039505,"about_ca_system_score_gemma":0.01384022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4171591,"about_ca_topic_score_gemma":0.3117648,"domain_scores_codex":[0.9991742,0.00006830678,0.000184237,0.0001589782,0.0003223522,0.00009187255],"domain_scores_gemma":[0.9950138,0.000192472,0.0005900702,0.0001949992,0.003719046,0.0002895363],"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":[0.0001121282,0.00002586648,0.01026599,0.003348068,0.00007075372,0.00007628539,0.0002475593,0.0005903345,0.0002081059,0.001123249,0.9140936,0.06983799],"study_design_scores_gemma":[0.00001453286,0.0000248834,0.06045707,0.001639862,0.00004319633,0.00003821188,0.0005068674,0.00008252884,0.0001725464,0.0002435732,0.9367643,0.00001244664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005872642,0.03051686,0.001177747,0.003368209,0.008153722,0.0005115801,0.8560998,0.0006080444,0.09369142],"genre_scores_gemma":[0.04041867,0.06857803,0.01222777,0.001867296,0.002029039,0.001909984,0.787596,0.0006588259,0.08471444],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4171591,"threshold_uncertainty_score":0.829462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893684651582492,"score_gpt":0.23709718501665,"score_spread":0.2181603385008251,"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."}}