{"id":"W2079669815","doi":"10.1080/09593332208618232","title":"Prediction of Metal Precipitates in Tannery Sludge Leachate Based on Thermodynamic Calculations","year":2001,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Leachate; Solubility equilibrium; Leaching (pedology); Chemistry; Ionic strength; Precipitation; Gibbs free energy; Solubility; Aqueous solution; Metal; Metal ions in aqueous solution; Goethite; Inorganic chemistry; Thermodynamics; Physical chemistry; Environmental chemistry; Soil water; Adsorption","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001330751,0.0001445673,0.00015233,0.0001906677,0.00005745602,0.000003108335,0.0002061079,0.0001137258,0.001353661],"category_scores_gemma":[0.000008607237,0.0001382116,0.00005282269,0.0003370553,0.0003062185,0.00009829588,0.0001567028,0.0001464975,0.0001968936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023248,"about_ca_system_score_gemma":0.000001837433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005192991,"about_ca_topic_score_gemma":0.00003218478,"domain_scores_codex":[0.998917,0.00003068974,0.0002505795,0.000330249,0.0002218109,0.0002496679],"domain_scores_gemma":[0.9995384,0.00002054253,0.00008634724,0.0003226465,5.260924e-7,0.00003157911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000831579,0.001145465,0.838035,0.000003925202,0.00001866881,0.00002523278,0.00008415331,0.0234494,0.1213929,0.0005391586,0.0001289876,0.01509396],"study_design_scores_gemma":[0.001353137,0.0006439278,0.8791867,0.00003078013,0.00002983609,0.00000761583,0.0002440568,0.08201987,0.02312288,0.00299558,0.01008942,0.0002761246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934276,0.00005937214,0.0005607023,0.0004094529,0.0000648412,0.0003245921,0.00002897042,0.00006449955,0.005059912],"genre_scores_gemma":[0.9990477,0.000117203,0.0003119286,0.00006141834,0.00000495616,0.00006695657,0.00003545567,0.00001548624,0.0003388707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09827,"threshold_uncertainty_score":0.9995592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008509459126135582,"score_gpt":0.1920142675015197,"score_spread":0.1835048083753842,"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."}}