{"id":"W7067796958","doi":"","title":"Nonfood grade biopolyols containing high lignin content for rigid PU biofoams","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lignin; Thermal conductivity; Raw material; Renewable energy; Renewable resource; Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183378,0.0002945592,0.0001327662,0.0002834161,0.0001277314,0.0002660217,0.0001323797,0.0001862428,0.001145529],"category_scores_gemma":[0.0001592294,0.0000650154,0.0001532482,0.0001799374,0.0001486532,0.0003761587,0.0002422081,0.0003299979,0.000308893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074168,"about_ca_system_score_gemma":0.00009379221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127349,"about_ca_topic_score_gemma":0.0003148189,"domain_scores_codex":[0.9999336,0.00001132478,0.000004736913,0.00001265942,0.00002033671,0.00001729028],"domain_scores_gemma":[0.9999063,0.00001892406,0.00002871458,0.000009888559,0.00001842299,0.00001771215],"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":[0.00001733651,0.00001205697,0.00007498701,0.00004207465,9.254036e-7,0.00004717637,0.00001111573,0.00005311871,0.9975274,0.0001287093,0.00001110519,0.002073955],"study_design_scores_gemma":[0.000001758075,0.0001252392,0.0005717527,0.0000062867,0.000003736438,0.00007694429,0.0000158498,0.0002613741,0.9970647,0.00005543908,0.001814566,0.000002497793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784691,0.001609497,0.01717817,0.00009489417,0.00003159505,0.0000370355,0.0001295359,0.0000861037,0.002364064],"genre_scores_gemma":[0.9850243,0.0008755507,0.01210794,0.00002981805,0.00001134372,0.00001809274,0.00016109,0.00002651455,0.001745324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001145529,"threshold_uncertainty_score":0.003832221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171481973582189,"score_gpt":0.2097643996468893,"score_spread":0.1880495799110674,"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."}}