{"id":"W3034222400","doi":"10.18280/rcma.300203","title":"Orthogonal Experiment on the Surface Quality of Carbon Fiber Reinforced Plastic Cut by Abrasive Water Jet","year":2020,"lang":"en","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Water jet; Abrasive; Fibre-reinforced plastic; Jet (fluid); Fiber; Quality (philosophy); Mechanical engineering; Mechanics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003219651,0.0002716542,0.0003442451,0.00001532727,0.0001886396,0.00005146893,0.0003571745,0.00006365453,0.001907485],"category_scores_gemma":[0.0001576779,0.000159317,0.0001275467,0.0001204075,0.0003771271,0.0001106598,0.0003041965,0.0002389369,0.0004397337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009293532,"about_ca_system_score_gemma":0.000007793834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402794,"about_ca_topic_score_gemma":0.00002125648,"domain_scores_codex":[0.998149,0.0002996857,0.0004476905,0.0003884093,0.0003671281,0.0003481339],"domain_scores_gemma":[0.9986548,0.000687443,0.0001643425,0.0002971703,0.00002246521,0.0001737303],"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":[0.0001886965,0.0000602828,0.01537887,0.0000920636,0.00003251735,0.00000800113,0.004119269,0.06851554,0.909742,0.0008737366,0.0008185753,0.0001704354],"study_design_scores_gemma":[0.0008683164,0.0005665921,0.01294593,0.0002460287,0.00003511136,0.00001313826,0.0004240234,0.02746242,0.9536422,0.0001856192,0.003021999,0.0005886535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986855,0.00005884763,0.001191795,0.0007167829,0.00006898066,0.0002846959,0.00003562939,0.00005577564,0.01073252],"genre_scores_gemma":[0.9960511,0.00002829709,0.002329185,0.0008152521,0.00002862509,0.00001473994,0.0000406179,0.00003128714,0.0006609421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04390016,"threshold_uncertainty_score":0.9990049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06613629878775557,"score_gpt":0.2886181633716774,"score_spread":0.2224818645839218,"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."}}