{"id":"W6944659489","doi":"10.18739/a2dr2pb1g","title":"The Effects of Temperature, Flooding, and Goose Feces Addition on Greenhouse Gas Emissions and Ammonification in Four High Latitude Soils. Yukon Delta National Wildlife Refuge, Alaska, 2022.","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Tundra; Grazing; Greenhouse gas; Delta; Soil water; Flooding (psychology); Nitrogen cycle; Global warming; Microcosm","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"],"consensus_categories":[],"category_scores_codex":[0.001059836,0.0007921158,0.0007116707,0.0009533453,0.0004585991,0.0004049066,0.0005410808,0.0007426007,0.00005788656],"category_scores_gemma":[0.001772645,0.0006175052,0.0001207596,0.000904605,0.0003065257,0.0003768281,0.0003096572,0.001444321,0.0004367702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428157,"about_ca_system_score_gemma":0.0003547042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069527,"about_ca_topic_score_gemma":0.001676757,"domain_scores_codex":[0.9954033,0.0005597025,0.0008906123,0.00119568,0.001415547,0.0005351386],"domain_scores_gemma":[0.9962723,0.001775871,0.0005986292,0.0008968922,0.0002083471,0.0002479642],"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":[0.0002726829,0.0002256613,0.000204663,0.000952207,0.0001949675,0.0000736769,0.00004937778,0.00004448824,0.001691474,0.0004306834,0.9953889,0.000471189],"study_design_scores_gemma":[0.002472675,0.0006885177,0.02694578,0.005730297,0.0006998703,0.0001113393,0.00003708675,0.0006208916,0.001307167,0.001830127,0.9583166,0.001239656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2713082,0.004316389,1.863979e-7,0.0002131129,0.0004920313,0.000991012,0.7225594,0.00009809616,0.00002155259],"genre_scores_gemma":[0.1012125,0.01280534,0.00008491574,0.0002002769,0.0005185834,0.0004131097,0.8844405,0.0001948145,0.000130002],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1700958,"threshold_uncertainty_score":0.9996276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009372280757318618,"score_gpt":0.261027156057289,"score_spread":0.2516548752999704,"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."}}