{"id":"W3193313883","doi":"10.1080/15440478.2021.1941491","title":"Mechanical Characterization and Damage Analysis of Carbon/Flax Hybrid Laminates with Holes Machined by Abrasive Water Jet","year":2021,"lang":"en","type":"article","venue":"Journal of Natural Fibers","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Epoxy; Delamination (geology); Abrasive; Ultimate tensile strength; Breakage; Stiffness; Carbon fibers; Fiber; Composite number","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":[0.0001748038,0.0001118513,0.0002880057,0.00008422599,0.0000492406,0.00002977935,0.0001043373,0.00003205331,0.0002955323],"category_scores_gemma":[0.00003900338,0.0000645631,0.00009062457,0.0002470496,0.0000981621,0.0001971584,0.00008371286,0.0002138782,0.00000105949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003792435,"about_ca_system_score_gemma":0.000007214591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001901516,"about_ca_topic_score_gemma":0.00002857072,"domain_scores_codex":[0.9990699,0.00008445363,0.0002648939,0.0001437386,0.0003055157,0.0001315227],"domain_scores_gemma":[0.999517,0.00005317646,0.0002238929,0.00008375664,0.00004065115,0.00008149014],"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":[0.00005579285,0.00002699443,0.04738459,0.000004515653,0.000171869,0.0000631066,0.000286312,0.00007911169,0.9505438,0.000008205728,0.00007289013,0.001302838],"study_design_scores_gemma":[0.0007197705,0.000173732,0.2949582,0.00004851223,0.0005162283,0.0000940422,0.0002854847,0.004815437,0.6979226,0.00003527252,0.0002487156,0.0001820405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989942,0.00006458575,0.0001684258,0.0005779184,0.00006363742,0.00002997926,0.00001448252,0.000003893976,0.00008285938],"genre_scores_gemma":[0.9989132,0.00004637193,0.0004482298,0.000193567,0.00001360187,2.99618e-7,0.0000606761,0.000007618245,0.0003163895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2526212,"threshold_uncertainty_score":0.3235872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003667623550722987,"score_gpt":0.2077475106576307,"score_spread":0.2040798871069077,"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."}}