{"id":"W1963541575","doi":"10.1080/09593330801984365","title":"THE MEASUREMENT OF MAGNESIUM: A POSSIBLE KEY TO STRUVITE PRODUCTION AND PROCESS CONTROL","year":2008,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Struvite; Magnesium; Production (economics); Process (computing); Key (lock); Environmental science; Process engineering; Chemistry; Pulp and paper industry; Materials science; Metallurgy; Engineering; Computer science","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":[0.002054417,0.001128041,0.001020095,0.000909926,0.0004108879,0.002132299,0.002205725,0.001901808,0.000928487],"category_scores_gemma":[0.003680918,0.0005873882,0.0004218694,0.001149194,0.0008829403,0.001773676,0.001016161,0.00155881,0.0009260103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009310198,"about_ca_system_score_gemma":0.0009464019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272317,"about_ca_topic_score_gemma":0.001919639,"domain_scores_codex":[0.9971905,0.0004014988,0.000170487,0.0006852729,0.001411437,0.0001408571],"domain_scores_gemma":[0.9980837,0.0004396259,0.0003402048,0.0002260771,0.0008167812,0.0000936217],"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":[0.0002159729,0.00005222952,0.001687598,0.000348275,0.00001923518,0.00008451664,0.00007836454,0.0005768414,0.9373948,0.0009898627,0.0006300681,0.05792221],"study_design_scores_gemma":[0.00002277307,0.0003774994,0.002459932,0.00004861579,0.00003596713,0.0002185013,0.00006682039,0.008355701,0.9690431,0.001297003,0.01802692,0.00004722468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1928048,0.02199065,0.7613787,0.005859825,0.001488088,0.0007485451,0.001158882,0.003963099,0.01060749],"genre_scores_gemma":[0.611677,0.007529475,0.3707195,0.001092884,0.0004863113,0.0003622029,0.0006201731,0.0004085442,0.007104027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002205725,"threshold_uncertainty_score":0.01086497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00579072325769842,"score_gpt":0.1801425999878558,"score_spread":0.1743518767301574,"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."}}