{"id":"W1963797547","doi":"10.1002/app.35511","title":"Reinforcement of soy polyol‐based rigid polyurethane foams by cellulose microfibers and nanoclays","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microfiber; Polyurethane; Materials science; Composite material; Cellulose; Thermogravimetric analysis; Polyol; Thermal decomposition; Chemical engineering; Chemistry","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":[0.001110201,0.0002273054,0.0004139233,0.0003155971,0.0002096358,0.00008946732,0.0008661316,0.00007543415,0.0002097165],"category_scores_gemma":[0.000006636182,0.0001828738,0.0000954103,0.0004801215,0.0009142213,0.0003699378,0.0001499256,0.0001704918,0.0000101829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006189469,"about_ca_system_score_gemma":0.0003599936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002221278,"about_ca_topic_score_gemma":0.000001123195,"domain_scores_codex":[0.9974284,0.00002759348,0.0008147034,0.0003223502,0.0008321733,0.0005747578],"domain_scores_gemma":[0.998197,0.00005986025,0.0008885995,0.0003285316,0.0001254319,0.0004005565],"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":[0.0002433369,0.00007462085,0.0001801103,0.00002284874,0.000009096721,0.000005951026,0.001305738,0.000007450651,0.9958588,0.001311302,0.0001745363,0.0008061343],"study_design_scores_gemma":[0.0007308928,0.0003012952,0.00009914483,0.00004742736,0.00004106079,0.00004278809,0.0001947593,0.0003464808,0.9977614,0.0001265282,0.0001024207,0.0002057491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889348,0.00360856,0.002240407,0.0001018954,0.0004887306,0.0001228073,0.00001069915,0.0000167174,0.00447536],"genre_scores_gemma":[0.993287,0.00003072343,0.006124092,0.000386044,0.00005340385,0.00000209087,7.616702e-7,0.00001499243,0.0001008814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004374478,"threshold_uncertainty_score":0.7457379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174363910968483,"score_gpt":0.2131206724106656,"score_spread":0.2013770333009808,"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."}}