{"id":"W4391932150","doi":"10.1016/j.ijadhadh.2024.103660","title":"Crack propagation in adhesive bonded 3D printed polyamide: Surface versus bulk patterning of the adherends","year":2024,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Università della Calabria; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Adhesive; Materials science; Polyamide; Composite material; 3d printed; Engineering; Layer (electronics); Biomedical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002032037,0.0001439196,0.0001850755,0.0002437905,0.00002663875,0.00006464058,0.0003390518,0.00008113341,0.00004476171],"category_scores_gemma":[0.0002663776,0.000101709,0.0001038153,0.0001376775,0.00008776171,0.0002157171,0.0001106885,0.0003870022,0.00000489268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008068384,"about_ca_system_score_gemma":0.00003987924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001111658,"about_ca_topic_score_gemma":0.000006860713,"domain_scores_codex":[0.9989423,0.00004408765,0.0004394639,0.0001254604,0.0003224687,0.0001262115],"domain_scores_gemma":[0.9992819,0.0002815083,0.0001637368,0.00009868091,0.000143501,0.00003070123],"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":[0.001064079,0.0002466112,0.02262133,0.0008144864,0.001467346,0.0005710289,0.005730101,0.01925866,0.6437326,0.004481453,0.003173561,0.2968387],"study_design_scores_gemma":[0.0009431034,0.0001759946,0.04400078,0.001851884,0.00003524114,0.00008249654,0.000671547,0.007133894,0.9411738,0.0008460486,0.002873482,0.0002117353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961234,0.001009955,0.0002883463,0.0006667782,0.001372311,0.00007438961,0.0000106415,0.00008237459,0.0003717877],"genre_scores_gemma":[0.9987879,0.0004480115,0.0005328325,0.00001409852,0.00009570627,0.000001762792,0.000001875872,0.00001828669,0.00009955422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2974412,"threshold_uncertainty_score":0.4147573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600139575755307,"score_gpt":0.2592792690506872,"score_spread":0.2432778732931341,"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."}}