{"id":"W6976731000","doi":"10.6073/pasta/20e551f527bff2ed362c8da95f4050ee","title":"Pore Water Concentrations of Nitrogen From N-Addition Plots in an Alberta Peatland, 2011-2015","year":2019,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrification; Nitrogen; Bog; Pore water pressure; Water table; Surface water; Peat; Hydrology (agriculture)","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":[0.0002717913,0.0007270229,0.0008537971,0.0002717273,0.00009219706,0.00006047286,0.001776229,0.0004941016,0.02324578],"category_scores_gemma":[0.00005348339,0.0006537947,0.00008990242,0.0000772402,0.0004919329,0.002202535,0.001356285,0.0007231469,0.02447754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277852,"about_ca_system_score_gemma":0.00008740454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004697944,"about_ca_topic_score_gemma":0.006371601,"domain_scores_codex":[0.9955854,0.0006596806,0.0009455958,0.001405935,0.0008039641,0.0005993641],"domain_scores_gemma":[0.9956563,0.0003052223,0.000647223,0.00317348,0.00001425997,0.0002035772],"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":[0.0002298309,0.001069708,0.003918373,0.00002364105,0.0002779024,0.00006495583,0.0008158244,0.00001844188,0.002114165,0.000001017221,0.9914528,0.00001332451],"study_design_scores_gemma":[0.003503693,0.0004715334,0.01030244,0.0002292017,0.0006729378,0.00001349229,0.001882939,0.0001875526,0.005143132,0.0002075182,0.9759898,0.00139576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02869885,0.000128266,0.000002894616,0.0000373402,0.0002252097,0.00118089,0.9696218,0.00001524225,0.00008944052],"genre_scores_gemma":[0.04432185,0.0001921378,0.00009126822,0.0001669991,0.0002283953,0.00009550375,0.9547404,0.0001324735,0.00003098798],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.015623,"threshold_uncertainty_score":0.9995914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05313996842178145,"score_gpt":0.2865603182238951,"score_spread":0.2334203498021137,"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."}}