{"id":"W3137900670","doi":"10.3390/ma14061512","title":"Effect of Mechanical Pretreatments on Damage Mechanisms and Fracture Toughness in CFRP/Epoxy Joints","year":2021,"lang":"en","type":"article","venue":"Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"King Abdullah University of Science and Technology","keywords":"Materials science; Composite material; Wetting; Epoxy; Adhesive; Toughness; Scanning electron microscope; Delamination (geology); Fracture toughness; Adhesive bonding; Polymer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002688289,0.0002045694,0.0004868658,0.00005586289,0.00001616891,0.00004211469,0.0001006975,0.0001615037,0.0005716507],"category_scores_gemma":[0.00007227643,0.0001740353,0.00003758997,0.00008681435,0.000009567862,0.0000620516,0.00007260469,0.00008754712,0.00002622523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004220033,"about_ca_system_score_gemma":0.000005635319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009922167,"about_ca_topic_score_gemma":0.000003206251,"domain_scores_codex":[0.9988955,0.000188301,0.0003094821,0.0002269021,0.0001789628,0.0002008879],"domain_scores_gemma":[0.9994256,0.000162505,0.00003907813,0.0002884507,0.00001683909,0.00006755627],"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":[0.00005625277,0.00004347166,0.00008153478,0.0001786426,0.0000204074,0.00009355584,0.00002822367,0.00008083008,0.998264,0.0007406436,0.00001744671,0.0003949727],"study_design_scores_gemma":[0.0007236021,0.0003104841,0.002642506,0.0001625056,0.00003561538,0.000009032415,0.000003805348,0.00008752874,0.9949703,0.0008941933,0.00002080454,0.0001396098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986107,0.00004735004,0.0003971568,0.00002393173,0.0004032729,0.0002624324,0.00004015548,0.00008012297,0.0001348347],"genre_scores_gemma":[0.9988309,0.00001446152,0.0009721639,0.00003122302,0.00002387881,0.00003850913,0.00002862958,0.000035565,0.0000246479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003293705,"threshold_uncertainty_score":0.7096952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199286281719166,"score_gpt":0.242149988534711,"score_spread":0.2349507022529918,"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."}}