{"id":"W2767094045","doi":"10.1002/btpr.2578","title":"Impact of fly ash pretreatment on aerobic treatment of thermomechanical pulping spent liquor","year":2017,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry; Natural Sciences and Engineering Research Council of Canada","keywords":"Chemical oxygen demand; Chemistry; Pulp and paper industry; Biodegradation; Biochemical oxygen demand; Lignin; Sugar; Biomass (ecology); Food science; Waste management; Wastewater; Organic chemistry; Biology; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001409157,0.0004272618,0.000376429,0.0001883607,0.0002118132,0.0004195769,0.0001814634,0.0003069835,0.0006349089],"category_scores_gemma":[0.0001425469,0.0001330966,0.0003416191,0.0001545554,0.0001492973,0.0002689766,0.000189265,0.0003429134,0.0001670306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544049,"about_ca_system_score_gemma":0.0003540941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315754,"about_ca_topic_score_gemma":0.006393435,"domain_scores_codex":[0.9998127,0.00002432331,0.00001713475,0.00003254924,0.00006825584,0.00004497303],"domain_scores_gemma":[0.999907,0.00001594311,0.00002874228,0.000006430717,0.00002590979,0.00001601531],"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":[0.0001168461,0.00003932054,0.0005834455,0.00006482539,0.00001170302,0.00005535807,0.00001843143,0.0001365138,0.9969521,0.00001037969,0.00001042598,0.002000811],"study_design_scores_gemma":[0.000003490937,0.0003258777,0.005234251,0.00000751142,0.00002109814,0.000038208,0.00005331174,0.0003921381,0.993422,0.000007360623,0.0004893568,0.000005586226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986129,0.0005521402,0.0003243504,0.00002106734,0.00001219677,0.000009912511,0.00006666382,0.0000096683,0.0003910338],"genre_scores_gemma":[0.9981906,0.0004671033,0.000607796,0.0000207744,0.000004315459,0.00000613072,0.0001041963,0.000006247031,0.0005929721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00315754,"threshold_uncertainty_score":0.006278276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463794188661463,"score_gpt":0.2964260178199319,"score_spread":0.2717880759333173,"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."}}