{"id":"W2555829298","doi":"10.6000/1929-5995.2016.05.03.2","title":"A Review of Backup Mechanism for Reducing Delamination when Drilling Composite Laminates","year":2016,"lang":"en","type":"review","venue":"Journal of Research Updates in Polymer Science","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"Delamination (geology); Materials science; Composite laminates; Drill; Composite material; Composite number; Drilling; Backup; Mechanism (biology); Fiber pull-out; Mechanical engineering; Metallurgy; Geology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005065335,0.0009862224,0.001187368,0.00335379,0.0003228496,0.0007841476,0.0009037976,0.0009653589,0.004766345],"category_scores_gemma":[0.0007527425,0.0004676727,0.0007568075,0.002253151,0.0003351229,0.001342571,0.0004580779,0.0008992553,0.001998325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977492,"about_ca_system_score_gemma":0.0007424806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008944022,"about_ca_topic_score_gemma":0.001196013,"domain_scores_codex":[0.9997539,0.00002651454,0.00004563559,0.00005530998,0.00009914439,0.00001947854],"domain_scores_gemma":[0.9996639,0.0001442941,0.00007018678,0.00001142149,0.00008766948,0.00002243407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008207896,0.0001643566,0.00020263,0.05244788,0.0001137442,0.0002261307,0.00008177144,0.0008124787,0.007547701,0.003624665,0.01550464,0.9191918],"study_design_scores_gemma":[0.00001599792,0.0003165554,0.001000529,0.005293018,0.0001860301,0.001350471,0.00006241888,0.0002440455,0.004323357,0.001252599,0.9859159,0.00003915431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004060325,0.9973286,0.0004732537,0.000103951,0.0001683211,0.00001035711,0.00003235604,0.00001506855,0.001462091],"genre_scores_gemma":[0.001625106,0.9965907,0.0007393037,0.00007400355,0.0001069237,0.00001344911,0.00004516095,0.000003830884,0.00080151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004766345,"threshold_uncertainty_score":0.01594502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199957735377327,"score_gpt":0.4175126215586497,"score_spread":0.3655130442048764,"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."}}