{"id":"W2109601997","doi":"10.1139/l06-135","title":"Improvement of flammability resistance of epoxy adhesives used in infrastructure applications","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University","keywords":"Epoxy; Flammability; Materials science; Fibre-reinforced plastic; Composite material; Adhesive; Epoxy adhesive; Polymer; Fire resistance; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398671,0.00007166292,0.0001976333,0.000210194,0.00001883695,0.00000985297,0.0002009466,0.00003823377,0.00007117328],"category_scores_gemma":[0.0000502739,0.00006493899,0.00004638256,0.0001681869,0.00005131217,0.00009689989,0.000008293231,0.00008998814,3.016375e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010351,"about_ca_system_score_gemma":0.000283671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000727254,"about_ca_topic_score_gemma":0.07275623,"domain_scores_codex":[0.9991367,0.000007915169,0.0004832446,0.00006643547,0.0001130802,0.0001925855],"domain_scores_gemma":[0.9993668,0.00005149434,0.0001942879,0.0001303638,0.00009429076,0.0001627157],"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":[0.00001093254,0.000005180487,0.005773551,0.0001199448,0.000006068576,0.000006030704,0.0004478617,0.004992971,0.9879413,0.0001885731,0.00001975226,0.0004878789],"study_design_scores_gemma":[0.0002355297,0.00005703922,0.04969357,0.0001716261,0.000008808437,0.000005995457,0.0001117247,0.00006340302,0.9476234,0.000238534,0.001699887,0.00009051982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910152,0.002318777,0.006088107,0.00006671156,0.0001372595,0.0001109542,0.00001973046,0.000002983361,0.000240271],"genre_scores_gemma":[0.9991457,0.000007111376,0.0007735809,0.000007430961,0.0000420572,0.000001874634,3.505368e-7,0.000006782417,0.00001511612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07202898,"threshold_uncertainty_score":0.9441636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004939367338222011,"score_gpt":0.1894960866241287,"score_spread":0.1845567192859067,"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."}}