{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002325692,0.00221385,0.001970763,0.0006422642,0.001018691,0.001033221,0.004188392,0.0009782161,0.005201405],"category_scores_gemma":[0.00164694,0.00145221,0.0006217448,0.001257348,0.001235289,0.0005944417,0.00294057,0.003016298,0.01677975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009546527,"about_ca_system_score_gemma":0.0006323204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009874277,"about_ca_topic_score_gemma":0.01333079,"domain_scores_codex":[0.9895653,0.001372986,0.001559011,0.002774513,0.002647167,0.002081078],"domain_scores_gemma":[0.987734,0.003279011,0.001192542,0.006513657,0.0003984846,0.0008822775],"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":[0.000729847,0.000256035,0.01860419,0.0004225173,0.001063929,0.00009264542,0.0005012946,0.00007753936,0.00002971728,0.00004820608,0.9775162,0.0006578882],"study_design_scores_gemma":[0.0008220746,0.0001650583,0.06700193,0.001340251,0.001871013,0.0003602582,0.0006586343,0.0001456686,0.00001130009,0.0003380746,0.9254945,0.001791217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01861628,0.003007888,0.00000750856,0.004322974,0.001553524,0.003329112,0.9687355,0.0001670408,0.0002601897],"genre_scores_gemma":[0.1360548,0.001960827,0.0001163933,0.002921546,0.002199212,0.0004605406,0.8545846,0.0005056466,0.001196482],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1174385,"threshold_uncertainty_score":0.9992838,"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."}}