{"id":"W2767136878","doi":"10.1088/1757-899x/251/1/012104","title":"Analysis of the stiffness and load-bearing capacity of glued laminated timber beams reinforced with strands","year":2017,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Stiffness; Reinforcement; Structural engineering; Materials science; Epoxy; Composite material; GLUE; Bearing capacity; Failure mode and effects analysis; Urea-formaldehyde; Bearing (navigation); Adhesive; Computer science; Engineering; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002184342,0.0001385358,0.000298363,0.00008910894,0.0001803122,0.0002168631,0.0002441809,0.00003724572,0.00001664233],"category_scores_gemma":[0.00004974802,0.00008930652,0.00001780299,0.0002179939,0.0005388249,0.0005845766,0.00008448279,0.00004197832,1.557131e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900946,"about_ca_system_score_gemma":0.00004080664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002128737,"about_ca_topic_score_gemma":0.00003303752,"domain_scores_codex":[0.9992781,0.000004710178,0.0001753352,0.0001374202,0.000220952,0.0001835107],"domain_scores_gemma":[0.9994208,0.00001128771,0.00007287505,0.000300067,0.0001517243,0.0000432773],"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":[0.00002880664,0.000002169544,0.0007872065,0.0001669421,0.0001259908,7.254546e-7,0.001114218,0.01851205,0.9783707,0.000630015,2.706427e-7,0.000260916],"study_design_scores_gemma":[0.0001958304,0.0000325095,0.1626988,0.0001164334,0.0001388004,0.000003212982,0.0001193505,0.01666766,0.8198886,0.000005678166,0.000007420438,0.0001257186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992463,0.0000237084,0.0001026065,0.00001645034,0.0001113512,0.00008704844,0.00001854585,0.00003419105,0.0003597869],"genre_scores_gemma":[0.9996604,0.00004270626,0.0002233248,9.465486e-7,0.00000715762,0.000006093772,0.000001192947,0.000007753988,0.00005046631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619116,"threshold_uncertainty_score":0.3641814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537810509853989,"score_gpt":0.1934669882144941,"score_spread":0.1780888831159542,"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."}}