{"id":"W2012802938","doi":"10.1007/s10924-015-0709-8","title":"Effect of Common Chemical Treatments on the Process Kinetics and Mechanical Properties of Flax/Epoxy Composites Manufactured by Resin Infusion","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Materials science; Epoxy; Composite material; Silane; Porosity; Flexural strength; Acetone; Adhesion; Organic 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":[0.0002363987,0.0001406037,0.0002695788,0.00005742716,0.00003790396,0.00002629119,0.0001778325,0.00006730403,0.00002131272],"category_scores_gemma":[0.00002819722,0.00007809514,0.00005174359,0.00004373786,0.0001591173,0.0001718999,0.00006078893,0.0001162726,0.000002484451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008316167,"about_ca_system_score_gemma":0.000008821025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002524744,"about_ca_topic_score_gemma":5.378907e-7,"domain_scores_codex":[0.998701,0.0001561632,0.0004298371,0.000100776,0.0005102035,0.0001020634],"domain_scores_gemma":[0.9991766,0.0001171444,0.0004971881,0.0001227075,0.00001386289,0.00007246939],"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":[0.0007735797,0.0001224575,0.0002314825,0.00002353935,0.00002150643,0.000001044586,0.0001086642,0.0000174088,0.9975357,0.000007002618,0.00006736003,0.001090261],"study_design_scores_gemma":[0.0008602011,0.001957242,0.0003150523,0.0001070905,0.00008101116,0.00003703489,0.00004037142,0.00008974079,0.996394,0.00003928054,0.000006914264,0.00007204744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983279,0.001178516,0.000009207975,0.0001845725,0.00005946938,0.0001967284,0.0000164579,0.000003835858,0.00002328351],"genre_scores_gemma":[0.9997722,0.00002604602,0.00008560176,0.00002462657,0.00001982762,0.000002377263,0.00001149891,0.000009863038,0.00004796142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834784,"threshold_uncertainty_score":0.3184627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007136032499275,"score_gpt":0.2266329092543903,"score_spread":0.2165615489293975,"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."}}