{"id":"W2088262260","doi":"10.1016/j.acme.2013.10.013","title":"Application of ultrasonic method for quality evaluation of adhesive layers","year":2014,"lang":"en","type":"article","venue":"Archives of Civil and Mechanical Engineering","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Adhesive; Quality (philosophy); Structural material; Ultrasonic sensor; Reputation; Ultrasonic testing; Nondestructive testing; Product (mathematics); Materials science; Manufacturing engineering; Computer science; Process engineering; Composite material; Engineering; Acoustics; Mathematics","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":[0.0007422441,0.00008057078,0.000216456,0.00005793874,0.000009377017,0.00000194124,0.00006381072,0.00003926556,0.000002061734],"category_scores_gemma":[0.0004083253,0.00008000656,0.00006260387,0.00005652453,0.00001366031,0.00003260402,0.00001080841,0.00005110201,7.085687e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006635198,"about_ca_system_score_gemma":0.000009917404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009215496,"about_ca_topic_score_gemma":0.00000559704,"domain_scores_codex":[0.9993179,0.00003038062,0.0003024258,0.0001039879,0.0001479791,0.00009733396],"domain_scores_gemma":[0.9989687,0.0007358851,0.00008179696,0.0001160089,0.00006140718,0.00003617397],"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":[0.000008556748,0.00001177927,0.000007054877,0.0004281199,0.00002579565,2.636073e-9,0.00009469232,0.2175335,0.6921128,0.02336257,6.256529e-7,0.06641445],"study_design_scores_gemma":[0.000302646,0.00004753332,0.0005283564,0.0000443171,0.00004962845,3.097466e-7,0.00001868456,0.7075388,0.2845062,0.006876687,0.00003065637,0.00005622451],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0612596,0.0001242198,0.9380806,0.000007856326,0.00003627639,0.0002205021,0.00001675467,0.0000227563,0.000231419],"genre_scores_gemma":[0.9474643,0.00003405915,0.05242071,0.000001970571,0.00002036614,0.00003476472,0.00001017632,0.0000126517,9.640042e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8862047,"threshold_uncertainty_score":0.3262573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358125725662047,"score_gpt":0.2669085995892392,"score_spread":0.2533273423326188,"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."}}