{"id":"W6888513245","doi":"10.18739/a2w66995r","title":"Northwest Passage Project seawater dataset, July - August 2019, Canadian Arctic Archipelago","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Arctic; Particulates; Seawater; Baseline (sea); Indigenous; Sea ice; Permafrost","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":[0.00154556,0.002166587,0.001725299,0.003311072,0.001253394,0.0007327229,0.004904035,0.0008820288,0.1107867],"category_scores_gemma":[0.0003825605,0.002208072,0.0004819854,0.001845477,0.0005344824,0.000708878,0.001759584,0.004975576,0.05124563],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003353896,"about_ca_system_score_gemma":0.00705587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9642709,"about_ca_topic_score_gemma":0.9700572,"domain_scores_codex":[0.9882841,0.001362473,0.001496893,0.003042784,0.002259252,0.003554488],"domain_scores_gemma":[0.9904621,0.0003448361,0.0007543816,0.006475349,0.0001652338,0.00179808],"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":[0.0001742688,0.0002975977,0.0004302715,0.0004586928,0.0005310014,0.005006801,0.000125236,0.00001710007,0.00001805687,0.000003849695,0.9927914,0.0001456864],"study_design_scores_gemma":[0.001048445,0.0002514927,0.001786867,0.0001707401,0.001020506,0.0006751541,0.00009390835,0.000009568314,0.000007709491,0.00002637435,0.9923164,0.002592779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003409533,0.0007828133,1.561077e-7,0.0001344948,0.002026246,0.002894305,0.9926385,0.0002934456,0.0008891312],"genre_scores_gemma":[0.0002529409,0.0003646612,0.00004980376,0.001690759,0.0009882505,0.000777458,0.9937059,0.0007328397,0.001437399],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05954107,"threshold_uncertainty_score":0.9991075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107284602432805,"score_gpt":0.2712400004292131,"score_spread":0.2501671544048851,"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."}}