{"id":"W4307573991","doi":"10.1016/j.tws.2022.110247","title":"Quasi-static cyclic loading assessment of GFRP single-lap adhesive joints reinforced with z-pins","year":2022,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fibre-reinforced plastic; Lap joint; Adhesive; Composite material; Materials science; Structural engineering; Engineering; Layer (electronics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001810131,0.0003350184,0.0005448449,0.0001995461,0.0001913353,0.00004774606,0.0004849249,0.00007373945,0.001115708],"category_scores_gemma":[0.00003907653,0.000302358,0.0001193797,0.0002855414,0.00005454975,0.0001255461,0.0001699908,0.0005765894,0.000004892486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662018,"about_ca_system_score_gemma":0.00005716878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000327752,"about_ca_topic_score_gemma":0.000008732669,"domain_scores_codex":[0.9978828,0.0001148892,0.0005378762,0.0002962813,0.000755044,0.0004130634],"domain_scores_gemma":[0.9988776,0.0002110504,0.0001851793,0.0005192215,0.00006225954,0.0001446539],"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":[0.0001217878,0.0000760372,0.0002352815,0.0002433242,0.000292747,0.00007700209,0.002473436,0.3127081,0.6685003,0.01416547,0.0004644978,0.0006419985],"study_design_scores_gemma":[0.006344732,0.00560258,0.01277618,0.0003484438,0.0007339703,0.0003189697,0.003268167,0.2725823,0.6817765,0.01229589,0.001226787,0.002725421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890822,0.0001027189,0.007017513,0.00007132553,0.0003570821,0.0004932198,0.00003811748,0.0003819975,0.002455818],"genre_scores_gemma":[0.9861915,0.000006286614,0.01337369,0.00008249136,0.00003803216,0.00005875742,0.00004195364,0.00007755943,0.0001297033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012577,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728331931534004,"score_gpt":0.2527780914202324,"score_spread":0.2354947721048924,"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."}}