{"id":"W3120824260","doi":"10.1007/s40430-020-02719-2","title":"Influence of hole quality on fatigue life of drilled CFRP with the different ply orientation angle","year":2021,"lang":"en","type":"article","venue":"Journal of the Brazilian Society of Mechanical Sciences and Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Drilling; Thrust; Surface roughness; Materials science; Composite material; Ultimate tensile strength; Deformation (meteorology); Surface finish; Structural engineering; Mechanical engineering; Metallurgy; Engineering","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":[0.0003305337,0.00007312099,0.0001879599,0.00001303283,0.00005774344,0.00001129578,0.0001672515,0.00003228593,0.000002471511],"category_scores_gemma":[0.0001159743,0.00003847046,0.00008887766,0.0002660233,0.00007499637,0.0001188225,0.0000315247,0.00012893,1.656688e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001415829,"about_ca_system_score_gemma":0.0000252312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004088888,"about_ca_topic_score_gemma":0.000002559802,"domain_scores_codex":[0.9992389,0.00001634626,0.0002845015,0.00006743343,0.0003045347,0.00008829512],"domain_scores_gemma":[0.9994382,0.0001345868,0.0001987355,0.00008275339,0.0001047733,0.00004093448],"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":[0.00000899336,0.00001460314,0.0002238666,0.0001247457,0.00002582793,7.985513e-8,0.0004871999,0.9737463,0.02396261,0.001026079,0.00001267535,0.0003670056],"study_design_scores_gemma":[0.001326898,0.000639058,0.0527329,0.001193598,0.00009508491,0.00001395624,0.003796057,0.6795942,0.2595688,0.0006112238,0.0001509705,0.0002772041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159744,0.0002361562,0.08335316,0.0003151145,0.0000646163,0.00003670377,0.000002214678,0.000005395234,0.00001219984],"genre_scores_gemma":[0.9932289,0.0002242831,0.0064846,0.00003341793,0.00001903355,5.711653e-7,1.791853e-7,0.000004895357,0.000004087166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941521,"threshold_uncertainty_score":0.156878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348881705885538,"score_gpt":0.2554152013837661,"score_spread":0.2419263843249107,"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."}}