{"id":"W4391269188","doi":"10.1016/j.optlastec.2024.110578","title":"Abrasive flow finishing of 3D-Printed Aerofoils: Design, numerical Simulation, and experimental analysis","year":2024,"lang":"en","type":"article","venue":"Optics & Laser Technology","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Abrasive; Flow (mathematics); Materials science; 3d printed; Mechanical engineering; Computer science; Engineering drawing; Composite material; Mechanics; Physics; Manufacturing engineering; 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":[0.0001044464,0.0001830385,0.0003150522,0.0005231398,0.00003644373,0.00004387554,0.0001902772,0.000242466,0.00002774253],"category_scores_gemma":[0.000134829,0.000195683,0.00005518656,0.001076593,0.0001242116,0.000188614,0.000115186,0.0002969316,0.000006331168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007643324,"about_ca_system_score_gemma":0.00001231026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005694038,"about_ca_topic_score_gemma":0.000002735391,"domain_scores_codex":[0.9990836,0.00001947006,0.0002865553,0.0002614477,0.0001118978,0.0002370089],"domain_scores_gemma":[0.9993282,0.000230688,0.00003278465,0.0003127416,0.00005356415,0.00004203956],"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":[0.000005740659,0.0000194501,0.0002804894,0.00003585646,0.0003132094,0.00002163311,0.0002607974,0.9763467,0.01878253,0.001153001,0.00008227344,0.00269835],"study_design_scores_gemma":[0.00006305681,0.00004148171,0.00001974584,0.00002931563,0.0000964127,0.000003671308,0.00009844212,0.7535637,0.2444815,0.001214501,0.0002466186,0.0001415844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2096639,0.001261917,0.7866674,0.0001004493,0.0001003614,0.000137081,0.00001556049,0.001905464,0.0001478195],"genre_scores_gemma":[0.7296974,0.00003689926,0.27017,0.000008127018,0.000009767517,0.00002103464,0.00000667838,0.0000339758,0.0000161654],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5200335,"threshold_uncertainty_score":0.7979721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365714943726579,"score_gpt":0.2896737882278382,"score_spread":0.2760166387905724,"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."}}