{"id":"W6911795445","doi":"10.5281/zenodo.15440745","title":"ADHESIVE BOND TESTING BETWEEN COMPOSITE LAMINATES BY LASER SHOCKWAVE LOADING","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bond strength; Adhesive; Laser; Ultimate tensile strength; Composite laminates; Bond; Composite number; Tensile testing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008159259,0.0001828685,0.0001991491,0.00005567705,0.00007685471,0.0001692917,0.0001982797,0.00009471414,0.0001605273],"category_scores_gemma":[0.00004599227,0.0001799233,0.00002474392,0.0001366336,0.00003861323,0.0003155831,0.00006746561,0.0001465748,0.0002030382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006311775,"about_ca_system_score_gemma":0.000006613026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003487027,"about_ca_topic_score_gemma":5.564831e-7,"domain_scores_codex":[0.999164,0.00001417532,0.0002093315,0.000173461,0.0001229003,0.000316167],"domain_scores_gemma":[0.999515,0.0001253239,0.00003786962,0.0001693765,0.00006755217,0.00008490287],"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":[7.469646e-7,0.000005698671,0.002733777,0.00009473534,0.00001648075,0.000002912314,0.00008010543,0.00001515848,0.9534217,0.00001549781,0.0384126,0.0052006],"study_design_scores_gemma":[0.000103934,0.00002730547,0.001598749,0.000118084,0.00001605208,0.000003069316,0.00001507043,0.003316973,0.9870752,0.006590581,0.0008746567,0.000260396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691662,0.00004677188,0.001318986,0.00009454359,0.00009403615,0.0002039047,0.00002817285,0.001698187,0.02734924],"genre_scores_gemma":[0.9729105,0.000003030319,0.02661946,0.00004836936,0.0001237069,0.00004368556,0.00002681232,0.0000599829,0.000164448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03753795,"threshold_uncertainty_score":0.733706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121817621825027,"score_gpt":0.2095358218559266,"score_spread":0.197354059673424,"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."}}