{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004096596,0.000107915,0.0002477663,0.00004077615,0.0000261421,0.000007666244,0.0000313479,0.00003110276,0.000004437607],"category_scores_gemma":[0.00007600399,0.0001060796,0.00002008859,0.0003061373,0.00002469511,0.0001788599,0.00001587179,0.00006716825,2.857946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003039127,"about_ca_system_score_gemma":0.000006178846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067232,"about_ca_topic_score_gemma":0.000003235465,"domain_scores_codex":[0.9993045,0.00005289528,0.0002408659,0.000135864,0.0001477542,0.0001180904],"domain_scores_gemma":[0.9996562,0.0001144921,0.00008624673,0.00007340716,0.00005015237,0.00001951167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002084436,0.000006378519,0.001322052,0.001792537,0.00001319019,3.085275e-7,0.0006936771,0.9525766,0.0326402,0.000005776727,0.000008671936,0.01093854],"study_design_scores_gemma":[0.0008331125,0.00005568964,0.00444149,0.002652907,0.0001464888,0.00000275555,0.00108929,0.913394,0.07698144,0.0000233243,0.00002569996,0.0003537426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597602,0.03716289,0.002599517,0.00005127892,0.00005454078,0.0003040282,0.000005311119,0.00003998458,0.00002219937],"genre_scores_gemma":[0.9868146,0.01088094,0.002234725,0.00002357209,0.000003149032,0.000004705206,0.00001996551,0.00001615391,0.000002207919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04434124,"threshold_uncertainty_score":0.4325799,"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."}}