{"id":"W2149133272","doi":"10.1002/aic.14716","title":"Engineering biomass into formaldehyde‐free phenolic resin for composite materials","year":2014,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations; U.S. Environmental Protection Agency","keywords":"Organosolv; Curing (chemistry); Formaldehyde; Lignin; Phenol; Differential scanning calorimetry; Composite number; Chemistry; Phenol formaldehyde resin; Thermal stability; Kraft paper; Chemical engineering; Organic chemistry; Materials science; Polymer chemistry; Composite material","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":[0.0001368853,0.0005611289,0.0001552926,0.0004536631,0.0001589569,0.0002488989,0.0002105094,0.0002787154,0.001436128],"category_scores_gemma":[0.0001395408,0.0001809375,0.0003317571,0.000274963,0.0001047044,0.0004120539,0.0002174065,0.0004935415,0.0006818365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401498,"about_ca_system_score_gemma":0.0002139396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846547,"about_ca_topic_score_gemma":0.001488898,"domain_scores_codex":[0.9999174,0.000008077519,0.000005790287,0.00001742032,0.0000246867,0.00002662749],"domain_scores_gemma":[0.9999377,0.000009134674,0.00001965747,0.000008267503,0.00001187076,0.00001338709],"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":[0.00001321195,0.0000302737,0.0001078423,0.0001005897,0.000005524715,0.00007544045,0.00002206879,0.0003894685,0.9943033,0.0002988346,0.00003838223,0.004615086],"study_design_scores_gemma":[0.000003905287,0.0001060346,0.0007411298,0.000009034734,0.000009505424,0.00007991429,0.00002053154,0.0006457249,0.9945051,0.00008313378,0.003790215,0.000005799764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949298,0.003455785,0.03735495,0.0001339608,0.0001402795,0.0001353602,0.000338026,0.0003086279,0.008834946],"genre_scores_gemma":[0.9678982,0.001677089,0.02658342,0.00005902338,0.0000185544,0.00005113975,0.0002217329,0.00007991135,0.003410988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001436128,"threshold_uncertainty_score":0.004804254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004375734281349898,"score_gpt":0.1879347171120042,"score_spread":0.1835589828306543,"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."}}