{"id":"W6926025974","doi":"10.18739/a2q23r08g","title":"Polaris Project 2017: Soil fluxes, carbon, and nitrogen, Yukon-Kuskokwim Delta, Alaska","year":2018,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; The arctic; Context (archaeology); Delta; Climate change","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001217048,0.0007388987,0.0008957843,0.000448139,0.0003668495,0.0006802683,0.00136344,0.000654311,0.001578982],"category_scores_gemma":[0.0002379021,0.0006200152,0.0001637627,0.0003717272,0.000627383,0.0002627275,0.001038488,0.0006903966,0.001217891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231511,"about_ca_system_score_gemma":0.0009358824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01524426,"about_ca_topic_score_gemma":0.001275726,"domain_scores_codex":[0.9952545,0.0003212309,0.0006459265,0.001336398,0.001114842,0.001327112],"domain_scores_gemma":[0.9973133,0.0001786622,0.0003005828,0.00158278,0.0002324646,0.000392279],"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":[0.00006674641,0.0001201657,0.0005128524,0.0002783709,0.00006153783,0.0001376208,0.00005314709,1.489929e-7,0.003469752,0.000006651353,0.9951124,0.0001806534],"study_design_scores_gemma":[0.0006140211,0.0003438168,0.0002558496,0.0002051869,0.000168964,0.0001448071,0.00005859177,0.00005968368,0.006978292,0.0001775985,0.9900782,0.0009149568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1511151,0.003786471,0.000001063018,0.00005145925,0.000832265,0.0006708876,0.842809,0.000104202,0.0006295558],"genre_scores_gemma":[0.005272978,0.00417696,0.0002986215,0.0004870324,0.002512274,0.0002136519,0.9862484,0.0001643855,0.0006256788],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1458421,"threshold_uncertainty_score":0.9996251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194061531344794,"score_gpt":0.2964103449778916,"score_spread":0.2744697296644437,"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."}}