{"id":"W4321787857","doi":"10.1142/s0218625x23500257","title":"EXPERIMENTAL EVALUATION OF PARAMETERS AFFECTING DELAMINATION FACTOR, TENSILE STRENGTH, THRUST FORCE AND SURFACE ROUGHNESS IN DRILLING OF GFRP","year":2023,"lang":"en","type":"article","venue":"Surface Review and Letters","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Delamination (geology); Fibre-reinforced plastic; Materials science; Drilling; Composite material; Ultimate tensile strength; Surface roughness; Thrust; Machining; Surface finish; Composite number; Fiber pull-out; Structural engineering; Composite laminates; Mechanical engineering; Metallurgy; Engineering; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005611869,0.0003306933,0.0003418112,0.0002282014,0.0002161686,0.0001680362,0.0001916879,0.0004163184,0.0005640911],"category_scores_gemma":[0.0009778189,0.000250249,0.0002673867,0.0003051877,0.000351385,0.0003167354,0.0001785404,0.0003974974,0.00009878674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638183,"about_ca_system_score_gemma":0.0001395255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007476517,"about_ca_topic_score_gemma":0.001381601,"domain_scores_codex":[0.9995633,0.00005547115,0.00004081306,0.00006383832,0.0002157611,0.00006076143],"domain_scores_gemma":[0.998764,0.000436885,0.0002913577,0.0001128161,0.0003502761,0.00004461273],"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":[0.000176963,0.00005948098,0.000730566,0.0001543908,0.00000802149,0.00005716991,0.0001088993,0.0007659168,0.9952892,0.00003474723,0.00003200339,0.002582653],"study_design_scores_gemma":[0.000009781043,0.00120734,0.007989054,0.000008417357,0.00002301545,0.00005488801,0.00008629901,0.001917858,0.9882483,0.00001864033,0.0004210889,0.00001539109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975847,0.0003713995,0.001625313,0.00001080465,0.00001127831,0.00001947357,0.00007154664,0.00001817348,0.0002873102],"genre_scores_gemma":[0.996876,0.0003613762,0.002347572,0.000007342419,0.000003522646,0.00001952405,0.00005493198,0.000008776678,0.0003208957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007476517,"threshold_uncertainty_score":0.002967894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504057034747516,"score_gpt":0.2951613159666815,"score_spread":0.2701207456192063,"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."}}