{"id":"W2745193725","doi":"10.11575/prism/27415","title":"Preparation and Application of Polymer Grafted Nanopyroxene for the Removal of Naphthenic Acids from Wastewater","year":2017,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naphthenic acid; Wastewater; Polymer; Chemistry; Waste management; Pulp and paper industry; Organic chemistry; Engineering; Corrosion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005604533,0.0001229031,0.0003069645,0.00004389614,0.0001546349,0.000006017228,0.0003493044,0.0002304431,0.00007365171],"category_scores_gemma":[0.00001217258,0.0001125508,0.0001840032,0.00005001928,0.00011355,0.0000561767,0.00002973756,0.0001001156,9.844703e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001652818,"about_ca_system_score_gemma":0.00004248486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288425,"about_ca_topic_score_gemma":0.00007794132,"domain_scores_codex":[0.9992982,0.000007832842,0.0001987444,0.0002452464,0.0001603528,0.00008968132],"domain_scores_gemma":[0.9986416,0.00008638658,0.0006646572,0.0004589758,0.0001170558,0.00003133032],"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":[0.0002842051,0.00005544749,0.00005544845,0.0001672385,0.0002583521,1.886538e-7,0.000637088,1.697965e-7,0.9520376,0.0004927719,0.00009763203,0.04591381],"study_design_scores_gemma":[0.0004499648,0.00002285605,0.0005419955,0.00007970748,0.0008058773,6.602469e-7,0.0001819078,0.009733091,0.9806963,0.00139887,0.005954021,0.0001347549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823998,0.001669924,0.01152448,0.0001044405,0.00001130006,0.0002274628,0.00002054322,0.00001168123,0.004030414],"genre_scores_gemma":[0.9770694,0.0004403889,0.002884476,0.00000322547,0.00002182614,0.000006734514,0.002166009,0.00001666864,0.01739123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04577905,"threshold_uncertainty_score":0.4589688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005445159956379437,"score_gpt":0.2213773752356148,"score_spread":0.2159322152792354,"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."}}