{"id":"W4408304048","doi":"10.15376/biores.20.2.2922-2932","title":"Effect of relative humidity level on bonding properties of black spruce glulam","year":2025,"lang":"en","type":"article","venue":"BioResources","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; Relative humidity; Black spruce; Humidity; Forestry; Meteorology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001369017,0.0001448194,0.0002557553,0.0001260648,0.00003681952,0.000009196459,0.00009563122,0.00006510323,0.00001081409],"category_scores_gemma":[0.00005365767,0.00009574622,0.00008056276,0.0001506996,0.0001283039,0.00005645697,0.00002866589,0.00007330986,0.00001151878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002823032,"about_ca_system_score_gemma":0.000006663311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003804011,"about_ca_topic_score_gemma":0.000003955174,"domain_scores_codex":[0.9994143,0.00005413056,0.0001931714,0.0001043014,0.0001128985,0.0001211493],"domain_scores_gemma":[0.9996887,0.00008017851,0.00004106608,0.0001527131,0.00002004545,0.00001723396],"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":[0.001154174,0.0002255953,0.07273155,0.007136501,0.001700273,0.000008770979,0.01239666,0.006208774,0.868504,0.005196986,0.003488456,0.02124824],"study_design_scores_gemma":[0.0003462735,0.0003272557,0.004928878,0.0005272498,0.00006170016,1.424469e-7,0.00008179964,0.0004929975,0.9919305,0.00003916586,0.001174041,0.0000900055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872183,0.001984715,0.00001479942,0.0000354427,0.00008667079,0.0001970681,0.00001059646,0.00008454658,0.01036785],"genre_scores_gemma":[0.9984298,0.00002287283,0.00003938307,0.000003429244,0.00002156735,0.00001064655,0.000001984711,0.00001274738,0.001457587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234265,"threshold_uncertainty_score":0.3904417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521715352239155,"score_gpt":0.2275587963333699,"score_spread":0.2023416428109783,"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."}}