{"id":"W2036575409","doi":"10.1016/j.biortech.2009.09.021","title":"Production of pulp from Salix viminalis energy crops using the FIRSST process","year":2009,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Pulp (tooth); Kraft process; Pulp and paper industry; Cellulose; Kraft paper; Raw material; Lignin; Kappa number; Chemistry; Biomass (ecology); Biorefinery; Materials science; Organic chemistry; Agronomy; Engineering; Biology","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":[0.00009639234,0.0003941168,0.0002894701,0.000291851,0.0002075013,0.0003158142,0.0001277041,0.0001935825,0.0008646222],"category_scores_gemma":[0.00008233698,0.00008804034,0.0003414677,0.0002859508,0.0001072123,0.0002632777,0.0002195808,0.000332558,0.0003362438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982541,"about_ca_system_score_gemma":0.0002094285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007439375,"about_ca_topic_score_gemma":0.001317232,"domain_scores_codex":[0.9999499,0.000004728942,0.000004692894,0.00001052861,0.00001603416,0.00001410031],"domain_scores_gemma":[0.9999671,0.000005460959,0.000007956157,0.000004411648,0.000006560242,0.00000849292],"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":[0.00003740507,0.000009487085,0.0000643132,0.00003775734,0.000002808724,0.0000637525,0.00001264126,0.00006459097,0.9981681,0.00003467856,0.00001345563,0.001490956],"study_design_scores_gemma":[0.000002935546,0.00007533751,0.001312098,0.000003823376,0.00000942582,0.00006740001,0.00002044037,0.0001891249,0.9974588,0.00002763884,0.0008302734,0.00000283985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917605,0.0008729493,0.003459039,0.00006970616,0.00003284425,0.00001820648,0.0003477577,0.00007947395,0.003359556],"genre_scores_gemma":[0.9912984,0.0005726089,0.002890457,0.00001912762,0.000006828173,0.000007149446,0.0006048385,0.00002370419,0.004576832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008646222,"threshold_uncertainty_score":0.002892435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021843776590606,"score_gpt":0.2149180334026093,"score_spread":0.2046995956367032,"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."}}