{"id":"W1986233062","doi":"10.1016/j.biortech.2010.01.055","title":"Canola straw chemimechanical pulping for pulp and paper production","year":2010,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Islamic Azad University","keywords":"Canola; Straw; Pulp (tooth); Pulp and paper industry; Agronomy; Production (economics); Soda pulping; Environmental science; Engineering; Kraft process; Biology; Economics; Dentistry; Medicine","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":[0.0001783322,0.0005673492,0.0002240403,0.000619704,0.000372766,0.0005378777,0.0003205879,0.0003509399,0.00259702],"category_scores_gemma":[0.0002258918,0.0002078346,0.0002683226,0.0007933609,0.0001884458,0.0006278071,0.0002127218,0.0006355788,0.0004663639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258555,"about_ca_system_score_gemma":0.0006030503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336137,"about_ca_topic_score_gemma":0.005614177,"domain_scores_codex":[0.9999254,0.000008564807,0.000004251046,0.00001157958,0.00002773979,0.00002244875],"domain_scores_gemma":[0.9999239,0.00001545209,0.000009807897,0.000009563744,0.00002194116,0.00001932335],"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":[0.0001196001,0.00006991046,0.0001242714,0.000216489,0.00001062945,0.00009998486,0.00001442852,0.0002489659,0.9852717,0.0003947816,0.0001314702,0.01329785],"study_design_scores_gemma":[0.000004226283,0.00005006275,0.0005382161,0.000007921931,0.00001362789,0.00004213078,0.00001254802,0.000289136,0.9965935,0.0001051546,0.002339186,0.000004044842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581614,0.01136621,0.01519514,0.0005556086,0.0002232702,0.0001349433,0.0004197255,0.0002034924,0.01374018],"genre_scores_gemma":[0.9810058,0.004822363,0.007232896,0.0000941022,0.00003069756,0.00004212916,0.0003846329,0.00004233513,0.00634503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00259702,"threshold_uncertainty_score":0.008687973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009309627895004929,"score_gpt":0.1985711536792036,"score_spread":0.1892615257841987,"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."}}