{"id":"W4309222816","doi":"10.15376/biores.18.1.255-271","title":"Experimental study of the behavior of box floor with orthogonal ribbed beams by poplar LVL","year":2022,"lang":"en","type":"article","venue":"BioResources","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Laminated veneer lumber; Structural engineering; Bending; Beam (structure); Materials science; Flexural strength; Span (engineering); Orthogonal array; Composite material; Box girder; Engineering; Veneer; Girder","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":[0.00004000952,0.0001075355,0.0001354768,0.00003018454,0.0001048098,0.000007218371,0.0001741574,0.00001531088,0.0001799865],"category_scores_gemma":[9.134775e-7,0.00006580151,0.00004080574,0.0001158348,0.00005028344,0.00002626933,0.00007646107,0.00006590066,0.000001134685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002022497,"about_ca_system_score_gemma":0.000006248106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001432415,"about_ca_topic_score_gemma":0.00001370176,"domain_scores_codex":[0.9993639,0.00003664481,0.000138637,0.00009484247,0.0002617873,0.0001041778],"domain_scores_gemma":[0.9997557,0.000007912792,0.00004032673,0.000166779,0.000008569948,0.00002072509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004376688,0.005632919,0.6452872,0.0000615895,0.0006798298,0.0000218051,0.03515124,0.004479595,0.3045235,0.00001664487,0.002132864,0.001575162],"study_design_scores_gemma":[0.002423094,0.003421808,0.04999504,0.00001786454,0.0002163739,0.00001122929,0.03082546,0.0001297821,0.907518,0.000001013967,0.005146458,0.0002938848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976529,0.001601908,5.244317e-7,0.000007303454,0.00006513001,0.0003731472,0.00007730321,0.00004132388,0.0001804465],"genre_scores_gemma":[0.999549,0.000001120522,0.00002517019,0.000004245122,0.00001274096,0.0002231781,0.000009561168,0.00001973067,0.0001552607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029945,"threshold_uncertainty_score":0.2683308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008225362461363545,"score_gpt":0.1867890201121185,"score_spread":0.178563657650755,"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."}}