{"id":"W1993694718","doi":"10.1002/pc.20755","title":"Experimental characterization and numerical simulation of the humidity absorption process in glass reinforced composites under dissymmetric exposure conditions","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Composite material; Immersion (mathematics); Absorption of water; Thermal diffusivity; Gravimetric analysis; Moisture; Fick's laws of diffusion; Glass fiber; Void (composites); Humidity; Diffusion; Water content; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413103,0.0002201928,0.000180804,0.0001468687,0.0002393133,0.0001770254,0.0002623061,0.0003325913,0.001307868],"category_scores_gemma":[0.0003668418,0.0001587368,0.0001781379,0.0001311454,0.0004061613,0.0001916594,0.0002001865,0.0002059669,0.00009585877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365051,"about_ca_system_score_gemma":0.0001634014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647774,"about_ca_topic_score_gemma":0.001545149,"domain_scores_codex":[0.9999096,0.000009482716,0.00000482114,0.00001967122,0.00004059639,0.00001574382],"domain_scores_gemma":[0.9997935,0.0001018502,0.00002990873,0.00003139701,0.00003217552,0.00001124924],"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":[0.0004626633,0.0002023176,0.003177179,0.0001186186,0.00001180965,0.0002518544,0.0002211536,0.1727101,0.8136293,0.0006494991,0.0001163905,0.008449076],"study_design_scores_gemma":[0.00004549225,0.0004361202,0.005931614,0.000005664871,0.00001059897,0.00006743829,0.00008781329,0.5724987,0.4202744,0.0001501477,0.000469015,0.00002301623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946261,0.00002823056,0.004251541,0.00001492971,0.000006188115,0.00001162844,0.00005612074,0.00004251336,0.0009626042],"genre_scores_gemma":[0.9969927,0.00002243861,0.002672383,0.000002811753,0.00000109829,0.000007938281,0.00002828435,0.000005157943,0.0002671242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001647774,"threshold_uncertainty_score":0.004375279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337931172181809,"score_gpt":0.2616276396514658,"score_spread":0.2482483279296478,"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."}}