{"id":"W2327308655","doi":"10.1021/ie501282x","title":"Synthesis and Characterization of Biobased Melamine Formaldehyde Resins from Bark Extractives","year":2014,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bark (sound); Melamine; Pinus contorta; Mountain pine beetle; Dendroctonus; Formaldehyde; Chemistry; Curing (chemistry); Solvent; Softwood; Pulp and paper industry; Organic chemistry; Materials science; Polymer chemistry; Composite material; Bark beetle; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008563042,0.0001261467,0.000252128,0.00007060067,0.00006817095,0.0000579209,0.000227752,0.0001802066,0.0006006491],"category_scores_gemma":[0.001004455,0.0001158928,0.00004032885,0.0002535991,0.0001148646,0.0001263529,0.00009348744,0.0002551999,0.0000101968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003417816,"about_ca_system_score_gemma":0.00003871451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129739,"about_ca_topic_score_gemma":5.78403e-7,"domain_scores_codex":[0.9987,0.00007869136,0.0002703114,0.0002653174,0.0003901157,0.0002956038],"domain_scores_gemma":[0.9988942,0.0005469383,0.00007536839,0.0002619169,0.0001018882,0.000119692],"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":[0.0000699732,0.00002756923,0.000141294,0.00003692013,0.0000164536,0.000001480025,0.0000405553,0.00007695183,0.9975463,0.00001330864,0.00001780003,0.002011445],"study_design_scores_gemma":[0.0002766133,0.00002233839,0.002459675,0.0001027224,0.00002148944,9.692724e-7,0.00002956546,0.00315689,0.9926093,0.00001325946,0.001193281,0.0001138974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990883,0.00002545105,0.0002161563,0.0001189656,0.00005961639,0.00007790027,0.00009783264,0.0000377852,0.0002779206],"genre_scores_gemma":[0.9991645,0.00001635625,0.00008203789,0.000002114456,0.0004820055,0.00001947283,0.00003102453,0.00001657343,0.0001859605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00493695,"threshold_uncertainty_score":0.6576687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224272422188056,"score_gpt":0.2729332245048734,"score_spread":0.2306905002829928,"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."}}