{"id":"W2095495451","doi":"10.1139/s06-042","title":"Phosphorus adsorption by naturally-occurring materials and industrial by-products","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Water Network","keywords":"Alum; Adsorption; Freundlich equation; Phosphorus; Langmuir; Chemistry; Pulp and paper industry; Wastewater; Langmuir adsorption model; Waste management; Nuclear chemistry; Environmental chemistry; Environmental engineering; Environmental science; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003067097,0.0002899172,0.0002190163,0.0002989977,0.000198095,0.0003432614,0.0002834028,0.0003318881,0.0005888708],"category_scores_gemma":[0.0005412024,0.0001486477,0.0002850618,0.000243087,0.0002240538,0.0002562057,0.0002627439,0.0002205424,0.0002813599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837518,"about_ca_system_score_gemma":0.0002062944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006081994,"about_ca_topic_score_gemma":0.0008770967,"domain_scores_codex":[0.9996333,0.00009325126,0.00001829303,0.00003918399,0.0001579924,0.00005791715],"domain_scores_gemma":[0.9998266,0.00006835986,0.00004032343,0.0000127869,0.00003763507,0.00001431787],"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":[0.00007936745,0.0000300367,0.001090761,0.0001589167,0.000007022595,0.00006887564,0.00002202702,0.0001112922,0.9957872,0.00006402216,0.00002348676,0.002556915],"study_design_scores_gemma":[0.000007419801,0.000366787,0.00387009,0.000007604948,0.000008251583,0.0001910204,0.0000383126,0.0006616781,0.9939941,0.00005976464,0.0007909339,0.000004033234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971895,0.0008911599,0.001363371,0.00002728367,0.000005449073,0.000008962147,0.00004263679,0.00001483049,0.00045681],"genre_scores_gemma":[0.9956158,0.0007419034,0.002575726,0.00001738967,0.000007980698,0.00001392643,0.0001615313,0.000007654159,0.0008580501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006081994,"threshold_uncertainty_score":0.002058744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005146946383923956,"score_gpt":0.1805224618099869,"score_spread":0.1753755154260629,"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."}}