{"id":"W271383529","doi":"","title":"Determination of Foaming Properties of Natural Organic Matter, Pulp Mill Effluents, Aquaculture Feed, and Some Surfactants","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Foaming agent; Effluent; Pulp and paper industry; Pulp (tooth); Materials science; Phosphate; Pulp mill; Environmental science; Waste management; Chemistry; Composite material; Environmental 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":[0.0004053086,0.0005136158,0.0002768301,0.0007590902,0.0002237444,0.0002507585,0.0001236795,0.0003608333,0.0004137038],"category_scores_gemma":[0.001116364,0.0001270329,0.0002476859,0.0004400216,0.0002439505,0.0002639704,0.0001768928,0.0003197549,0.0001173193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832547,"about_ca_system_score_gemma":0.0003294302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072991,"about_ca_topic_score_gemma":0.001567086,"domain_scores_codex":[0.9996941,0.00005461502,0.00003093902,0.00004893553,0.000123601,0.00004785262],"domain_scores_gemma":[0.9993449,0.0002613225,0.00008639638,0.0000242857,0.0002064903,0.00007663732],"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":[0.000106051,0.00002859131,0.001675365,0.00008613072,0.000009530651,0.00004014472,0.00003825784,0.000106511,0.9935384,0.00002080791,0.00001006156,0.004340286],"study_design_scores_gemma":[0.000003589758,0.0003601058,0.003999744,0.000007262113,0.00002188132,0.00009322385,0.00002839409,0.0003121478,0.9947745,0.00003040053,0.0003635286,0.000005238182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949979,0.001331236,0.002910604,0.00002079816,0.000007972641,0.00002383089,0.0002202,0.00001969219,0.0004678468],"genre_scores_gemma":[0.9913737,0.00128903,0.005723085,0.00002400721,0.000009274825,0.00003485024,0.000631021,0.00001108952,0.0009039218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001072991,"threshold_uncertainty_score":0.002143502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153639821347379,"score_gpt":0.2154446367630003,"score_spread":0.2039082385495265,"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."}}