{"id":"W4322495341","doi":"10.1002/jeq2.20469","title":"Alum reduced phosphorus release from flooded soils under cold spring weather conditions","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Winnipeg; Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Alum; Soil water; Phosphorus; Chemistry; Environmental science; Spring (device); Environmental chemistry; Soil science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00013731,0.0003504795,0.0002782996,0.0001706437,0.0001774835,0.0002966789,0.0001818218,0.0001923293,0.0006866451],"category_scores_gemma":[0.0001719863,0.0001676113,0.0001380071,0.0001181011,0.0002210498,0.0001624835,0.0001950101,0.0002683851,0.0001042149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048267,"about_ca_system_score_gemma":0.0003827171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002997,"about_ca_topic_score_gemma":0.0183861,"domain_scores_codex":[0.9999338,0.000008369092,0.000005090411,0.00001371774,0.00001749516,0.00002142866],"domain_scores_gemma":[0.9998183,0.00002811008,0.00004851376,0.00001028133,0.00004340185,0.00005145376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003024141,0.00001965726,0.002308526,0.0000346404,0.000008236107,0.00003471713,0.00004082913,0.0001500623,0.9962333,0.000004988938,0.00001390037,0.0008489251],"study_design_scores_gemma":[0.00003812893,0.001648522,0.1323646,0.000007471289,0.0000314803,0.00006267529,0.0002703685,0.001273784,0.8632817,0.00003271511,0.000973239,0.00001512824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995945,0.00005292397,0.0001418161,0.000008653436,0.000002333714,0.000006338348,0.0000598344,0.00001187253,0.0001216042],"genre_scores_gemma":[0.9984798,0.0000702281,0.0003704435,0.00001736067,0.000002434783,0.000009209726,0.0001571233,0.000004618838,0.00088893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002997,"threshold_uncertainty_score":0.01994318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974764110228962,"score_gpt":0.2594719029596524,"score_spread":0.2397242618573628,"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."}}