{"id":"W2070619277","doi":"10.2136/sssaj2007.0253","title":"Modeling Phosphate Adsorption by Agricultural and Natural Soils","year":2008,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Adsorption; Phosphate; Freundlich equation; Chemistry; Langmuir; Inorganic chemistry; Ion; Soil water; Physical chemistry; Organic chemistry; Soil science; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004322669,0.0001301666,0.0001538331,0.00001758878,0.0007837654,0.00005927161,0.0003487537,0.00002710349,0.0001185935],"category_scores_gemma":[0.00001659268,0.0000947971,0.0001278889,0.0005903711,0.00162661,0.0008965685,0.0002358543,0.0002273256,0.00002243155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796809,"about_ca_system_score_gemma":0.00002875959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003750616,"about_ca_topic_score_gemma":0.000001676396,"domain_scores_codex":[0.9982116,0.00001704763,0.0002444294,0.0002792522,0.0008308196,0.0004168591],"domain_scores_gemma":[0.9994791,0.00001059468,0.0001700416,0.0001050077,0.00003627983,0.0001989789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008877728,0.0005800535,0.04718294,0.0000306207,0.0001010056,0.000007809619,0.01853913,0.1050528,0.565397,0.00004666297,0.1768269,0.0861463],"study_design_scores_gemma":[0.001916316,0.0005901591,0.1382012,0.00008555456,0.00006017812,0.0005178638,0.01063613,0.8037881,0.03282752,0.0008980825,0.0093799,0.001098956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960555,0.0005221794,0.00192067,0.0006128006,0.00015435,0.00006986502,0.000001634507,0.00001558843,0.000647425],"genre_scores_gemma":[0.9917797,0.003811947,0.003701883,0.0004182476,0.00003114558,0.000001755694,0.000001117763,0.000004695823,0.0002494953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6987354,"threshold_uncertainty_score":0.6028169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006963359860184183,"score_gpt":0.2053997268095889,"score_spread":0.1984363669494047,"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."}}