{"id":"W4396579908","doi":"10.3390/f15050802","title":"Physical and Mechanical Properties of Fiberboard Made of MDF Residues and Phase Change Materials","year":2024,"lang":"en","type":"article","venue":"Forests","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Fiberboard; Materials science; Composite material; Urea-formaldehyde; Swelling; Absorption of water; Adhesive; Young's modulus; Flexural strength; Oriented strand board; Bending","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":[0.000121904,0.0001119257,0.0002594266,0.00005807723,0.00002440664,0.00005791691,0.0001029362,0.0000509623,0.00003156572],"category_scores_gemma":[0.00002942937,0.00007673023,0.00002653059,0.00006994139,0.0001516663,0.0002323043,0.0001548336,0.00004583461,0.000009632995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007305911,"about_ca_system_score_gemma":0.00001285826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009988209,"about_ca_topic_score_gemma":0.00002194392,"domain_scores_codex":[0.9992488,0.00003550639,0.0002024383,0.0001963092,0.0001686721,0.0001482546],"domain_scores_gemma":[0.9996862,0.00004817919,0.00005138587,0.0001360981,0.00002975966,0.00004834367],"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":[0.0001227304,0.00001669146,0.000014097,0.0005187403,0.000008946291,0.000005744775,0.0006370724,3.513513e-7,0.9930397,0.004981743,0.00005418019,0.0005999624],"study_design_scores_gemma":[0.0002329229,0.0002913406,0.0004282983,0.0003687957,0.00002586915,0.00001538827,0.00001117911,0.0002395473,0.9957781,0.002457759,0.00006209376,0.00008874371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974721,0.001870868,0.00000634816,0.000147923,0.0001528413,0.0002251717,0.00005435259,0.00005112505,0.0000192643],"genre_scores_gemma":[0.9993551,0.00003334531,0.0003689016,0.00001235785,0.0001232153,0.0000195787,0.000003677281,0.00001283761,0.00007103549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738321,"threshold_uncertainty_score":0.3128968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004124176876811,"score_gpt":0.2843199670892967,"score_spread":0.2542787253205286,"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."}}