{"id":"W1962114600","doi":"10.1007/s10874-015-9316-2","title":"Chemical and isotopic interpretation of major ion compositions from precipitation: a one-year temporal monitoring study in Wrocław, SW Poland","year":2015,"lang":"en","type":"article","venue":"Journal of Atmospheric Chemistry","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Uniwersytet Wrocławski","keywords":"Ammonium; Precipitation; Environmental chemistry; Equilibrium fractionation; Chemical composition; Isotopes of nitrogen; Nitrogen; Nitrate; Mineralization (soil science); Stable isotope ratio; Aerosol; Environmental science; Fractionation; Chemistry; Atmospheric sciences; Isotope fractionation; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238191,0.0002694691,0.0004187017,0.0008381855,0.0003004126,0.0004677797,0.0002987247,0.0002895846,0.0001798559],"category_scores_gemma":[0.0002295796,0.0002411387,0.0003039235,0.0008779571,0.0002873835,0.0002727937,0.0005001079,0.0001709888,0.00009232099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656081,"about_ca_system_score_gemma":0.0004052586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03111807,"about_ca_topic_score_gemma":0.04267736,"domain_scores_codex":[0.9998695,0.00001072001,0.00001646117,0.00005234702,0.00002344885,0.00002749313],"domain_scores_gemma":[0.9998674,0.000008865495,0.00004877172,0.00001071073,0.00004026881,0.00002394161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003182456,0.0001007671,0.965757,0.0001191014,0.000217958,0.0006079859,0.00126085,0.0004060582,0.02017716,0.00004660093,0.0002337278,0.01075457],"study_design_scores_gemma":[0.000004511095,0.00002586469,0.9985789,0.000003606134,0.00002029396,0.00008202507,0.0001933777,0.0002288679,0.0005351852,0.000005610252,0.0003190683,0.00000281678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993862,0.00006052894,0.0001137066,0.000006076813,0.000001566585,0.000009646349,0.0002730032,0.000003444436,0.000145768],"genre_scores_gemma":[0.9986663,0.000109768,0.0004217183,0.00001218661,0.000003372099,0.00001896917,0.0005535706,0.000003971038,0.0002102141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03111807,"threshold_uncertainty_score":0.06187385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343806453590075,"score_gpt":0.2273712601559389,"score_spread":0.2139331956200382,"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."}}