{"id":"W4376881300","doi":"10.31399/asm.cp.itsc2023p0280","title":"Effect of Carbon Fiber Orientation when Cold Spraying Metallic Powders onto Carbon Fiber Reinforced Polymers","year":2023,"lang":"en","type":"article","venue":"Thermal spray","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University; Concordia University","funders":"National Research Council Canada","keywords":"Materials science; Peek; Composite material; Polyether ether ketone; Scanning electron microscope; Thermoplastic; Substrate (aquarium); Coating; Polymer; Fiber; Composite number; Adhesion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003702028,0.0001918182,0.0003226495,0.000182751,0.00004041522,0.00001062386,0.0001258924,0.0001446465,0.0006629316],"category_scores_gemma":[0.00002816362,0.0001752324,0.0001469405,0.000395712,0.00004640959,0.00008463301,0.00002690039,0.0001601403,0.0001359948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005719178,"about_ca_system_score_gemma":0.000009907399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007738736,"about_ca_topic_score_gemma":0.00005567443,"domain_scores_codex":[0.9989514,0.0001145596,0.0002478963,0.000173617,0.0001958677,0.0003166827],"domain_scores_gemma":[0.9994318,0.0001833705,0.00006048477,0.0002412889,0.00001727925,0.00006573272],"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":[0.0001694003,0.00000677565,0.002048738,0.0001723414,0.0007913926,0.00001905648,0.001127285,0.04788936,0.9429842,0.00009441246,0.0001442922,0.004552717],"study_design_scores_gemma":[0.001325426,0.000268972,0.00306765,0.00005173808,0.0006341048,0.000002280388,0.0001036684,0.01076546,0.9815607,0.000008223665,0.00177798,0.0004337819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982858,0.0001942303,0.000006375986,0.00002670205,0.0001837405,0.0001820089,0.000004597222,0.0003079369,0.01623639],"genre_scores_gemma":[0.9952558,0.00001116043,0.00002446999,0.00001519963,0.0000693419,0.00002478033,0.00003189276,0.00004332284,0.004524082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03857648,"threshold_uncertainty_score":0.7258637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006275912968384769,"score_gpt":0.221418181678763,"score_spread":0.2151422687103782,"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."}}