{"id":"W4380450762","doi":"10.52202/069179-0174","title":"QUASI-STATIC CYCLIC TESTS OF NOVEL HIGH-PERFORMANCE SHEAR-CONNECTORS FOR MASS-TIMBER PANELS","year":2023,"lang":"en","type":"article","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shear (geology); Materials science; Composite material; Shear strength (soil); Structural engineering; Engineering; Geology","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":[0.0001187901,0.0001703764,0.0002955848,0.0002036141,0.00004087533,0.00001907497,0.0001628866,0.00007043396,0.0001286141],"category_scores_gemma":[0.00009311162,0.0001501007,0.00009401313,0.0006461939,0.00002770087,0.0001115961,0.00002192653,0.00008680849,0.0001016359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000457258,"about_ca_system_score_gemma":0.00000937814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001264274,"about_ca_topic_score_gemma":0.00001292875,"domain_scores_codex":[0.9989866,0.000005666716,0.0003083663,0.0001871412,0.000175605,0.0003366174],"domain_scores_gemma":[0.9992785,0.0002898584,0.00003805231,0.0002821845,0.00004818538,0.00006316764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001135761,0.00002643153,0.006645153,0.0005569652,0.0003221281,0.000002116648,0.0002837596,0.4421028,0.5460137,0.001020261,0.001123378,0.001891955],"study_design_scores_gemma":[0.0005737537,0.000084663,0.07817207,0.00004142822,0.00008015303,0.000002740202,0.0001011128,0.6484202,0.2718393,0.0002775678,0.0001023677,0.0003046984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937556,0.000009551987,0.004467731,0.00007226903,0.0002569646,0.000153203,0.0000278328,0.0005758078,0.0006810543],"genre_scores_gemma":[0.9868299,0.00001449857,0.01195726,0.0000204602,0.00005398471,0.0000349502,0.00002983033,0.00004929683,0.00100986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2741744,"threshold_uncertainty_score":0.6120927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326152324689272,"score_gpt":0.2500538932238593,"score_spread":0.2267923699769666,"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."}}