{"id":"W2921624232","doi":"10.3183/npprj-2006-21-05-p646-652","title":"Polyethylene oxide induced fines flocculation and retention: From bench top experiments to paper machine performance","year":2006,"lang":"en","type":"article","venue":"Nordic Pulp & Paper Research Journal","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"","keywords":"Polyethylene oxide; Flocculation; Polyethylene; Materials science; Oxide; Composite material; Industrial chemistry; Pulp and paper industry; Polymer; Chemical engineering; Engineering; Metallurgy; Biochemical engineering","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":[0.000434662,0.000387116,0.0004370904,0.0002143514,0.0003177668,0.0004828831,0.0003239868,0.0005303695,0.0007665699],"category_scores_gemma":[0.000666581,0.0001994994,0.0003170813,0.0002861985,0.0004043583,0.0006184797,0.0002581051,0.0006007757,0.0001638961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473925,"about_ca_system_score_gemma":0.0002741124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235231,"about_ca_topic_score_gemma":0.002404129,"domain_scores_codex":[0.9997472,0.00004216724,0.00001363635,0.00005525552,0.00007907398,0.00006274929],"domain_scores_gemma":[0.9995412,0.0002189524,0.00006803509,0.00004995053,0.00007071279,0.0000512113],"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":[0.0006027919,0.0001918327,0.0008469885,0.00005290928,0.00001483705,0.000033768,0.00006426129,0.0004109388,0.9928262,0.00002798408,0.00003346625,0.004894086],"study_design_scores_gemma":[0.00001359793,0.001537928,0.007696372,0.000003776744,0.00001853752,0.00002395998,0.00003476323,0.0006449547,0.9898214,0.00002089647,0.0001757589,0.000007999546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998993,0.0002238066,0.0004774005,0.00001323281,0.000004951265,0.000009812278,0.00005132752,0.00001638921,0.0002101083],"genre_scores_gemma":[0.9983962,0.0002526126,0.0003848244,0.00001199465,0.00000470692,0.000005574844,0.00007848706,0.00000997754,0.0008555063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002235231,"threshold_uncertainty_score":0.00444442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671112665590127,"score_gpt":0.3443410638398592,"score_spread":0.2976299371839579,"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."}}