{"id":"W2115686542","doi":"10.1007/s00226-005-0294-4","title":"Characterization of urea–formaldehyde resin penetration into medium density fiberboard fibers","year":2005,"lang":"en","type":"article","venue":"Wood Science and Technology","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Intertek (Canada)","funders":"","keywords":"Penetration (warfare); Materials science; Adhesive; Composite material; Fiberboard; Urea-formaldehyde; Formaldehyde; Penetration depth; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729879,0.0002626745,0.0001255155,0.0002004925,0.0002074473,0.0001943541,0.0001566246,0.0002105815,0.00132347],"category_scores_gemma":[0.0002110275,0.0001455226,0.0001820994,0.0001344036,0.0001523099,0.0003484408,0.00009705181,0.000293235,0.0001593992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907193,"about_ca_system_score_gemma":0.0001105045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039558,"about_ca_topic_score_gemma":0.002910524,"domain_scores_codex":[0.9999114,0.000008828761,0.000004084954,0.00002207025,0.00002759363,0.00002602915],"domain_scores_gemma":[0.9997974,0.00009662111,0.00002707036,0.00001259317,0.00004466801,0.00002170378],"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":[0.00003745767,0.000008936237,0.0002110889,0.00001189195,0.000001502528,0.00001976525,0.00002044318,0.00004946347,0.9988315,0.00001453903,0.000003519606,0.0007899032],"study_design_scores_gemma":[0.000001331181,0.000136773,0.006909629,0.000001741619,0.000004768844,0.00003563124,0.00002866597,0.000465803,0.9922151,0.000005338301,0.0001931055,0.000002211722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951409,0.0002795288,0.003592435,0.00000689416,0.000004562767,0.00001019459,0.00004557203,0.00002001424,0.0008998844],"genre_scores_gemma":[0.9966478,0.0001532585,0.001868768,0.000007947191,0.000002116981,0.000007606628,0.00006725376,0.00001457547,0.001230636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002039558,"threshold_uncertainty_score":0.004427433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005077354702320805,"score_gpt":0.1883699065413115,"score_spread":0.1832925518389907,"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."}}