{"id":"W4388142045","doi":"10.15376/biores.18.4.rodriguez","title":"Use of phase change materials in wood and wood-based composites for thermal energy storage: A Review","year":2023,"lang":"en","type":"review","venue":"BioResources","topic":"Phase Change Materials Research","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Phase change; Composite material; Engineered wood; Brick; Phase-change material; Thermal energy storage; Engineering; Engineering physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005083109,0.0004632788,0.002077431,0.0005427654,0.00003003954,0.00009624666,0.0003183439,0.0002492343,0.00007565452],"category_scores_gemma":[0.00009985198,0.0003825997,0.0001783355,0.0004235682,0.00007917898,0.00009157413,0.0001167287,0.0001015774,0.000007964966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006691657,"about_ca_system_score_gemma":0.00003464368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001332389,"about_ca_topic_score_gemma":0.00002864123,"domain_scores_codex":[0.9979903,0.0002627091,0.0007585502,0.0003392146,0.000219272,0.00042998],"domain_scores_gemma":[0.9987923,0.0004861508,0.0002023236,0.0003745893,0.00004150606,0.0001031274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000549096,0.0001490116,5.680794e-7,0.5279226,0.0002559867,0.00005397927,0.0001385273,0.000007629049,0.01359694,0.00001503342,0.001282258,0.4565226],"study_design_scores_gemma":[0.0006146302,0.0001283177,0.000001401405,0.07926477,0.0002839382,0.000004058578,0.000003058805,0.0002459446,0.004544833,0.000001599173,0.9144687,0.0004387076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00595317,0.9889451,0.00001256304,0.00001609187,0.0001601038,0.001776301,0.002983914,0.0001484048,0.000004334429],"genre_scores_gemma":[0.0002672115,0.9964194,0.0001150726,0.00003317454,0.0002764108,0.001947414,0.0007434048,0.0001782628,0.00001964762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9131865,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2493924027245901,"score_gpt":0.3775371163595972,"score_spread":0.1281447136350072,"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."}}