{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002425828,0.0004830974,0.00022986,0.0001856965,0.0001585603,0.0003114476,0.000204311,0.0002530755,0.000869582],"category_scores_gemma":[0.0005140101,0.000258742,0.0002064802,0.0001431306,0.0002824312,0.0002157885,0.0001491682,0.0002974909,0.0001332006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748428,"about_ca_system_score_gemma":0.000165463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342776,"about_ca_topic_score_gemma":0.002429762,"domain_scores_codex":[0.9997776,0.00003098885,0.00001799228,0.00005933441,0.00006154535,0.00005258929],"domain_scores_gemma":[0.9995881,0.0001599358,0.00009523791,0.00003581145,0.00008255858,0.00003844247],"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":[0.00004541742,0.000005650416,0.00009883691,0.00001828458,0.000002761314,0.00001958512,0.00001140736,0.00003583192,0.9994422,0.000005296475,0.00000336545,0.0003113414],"study_design_scores_gemma":[0.000003417178,0.0001788109,0.001830469,0.000002475487,0.000008807335,0.0000281504,0.00002097108,0.0001663267,0.9976389,0.000001811663,0.0001176026,0.000002167104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985097,0.0002784544,0.0006828818,0.00001011453,0.00001146002,0.00001758044,0.00003507613,0.00001900413,0.0004356733],"genre_scores_gemma":[0.9978909,0.0002560835,0.001345215,0.00001042193,0.00000498417,0.000007546829,0.0000354701,0.00001878855,0.0004305434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001342776,"threshold_uncertainty_score":0.002909005,"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."}}