{"id":"W3010254580","doi":"10.1007/s11666-020-01005-w","title":"Hybrid Additive Manufacturing Technology: Induction Heating Cold Spray—Part I: Fundamentals of Deposition Process","year":2020,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Gas dynamic cold spray; Coating; Induction heating; Deposition (geology); Substrate (aquarium); Composite material; Metallurgy; Particle (ecology); Delamination (geology); Aluminium","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001468806,0.0002745902,0.0002888266,0.000371375,0.0002795825,0.0003917151,0.0004538337,0.0003855676,0.002077518],"category_scores_gemma":[0.0001002438,0.0002574201,0.0002139698,0.0004207382,0.0002666685,0.0004414725,0.0003284828,0.0004960747,0.0009276823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637308,"about_ca_system_score_gemma":0.0002526447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003825549,"about_ca_topic_score_gemma":0.0005918124,"domain_scores_codex":[0.9998419,0.00001120059,0.000006657609,0.00002948325,0.00009878031,0.00001186448],"domain_scores_gemma":[0.9999512,0.00001120306,0.00000765046,0.000007198624,0.00001861779,0.000004181585],"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":[0.00006020673,0.00005928983,0.000368151,0.0005181898,0.00001178805,0.00009001337,0.00009680483,0.002017644,0.9195539,0.01130523,0.001177296,0.06474149],"study_design_scores_gemma":[0.00001168112,0.0005320049,0.003647078,0.00005010353,0.00002769836,0.0008283432,0.00005709684,0.02043946,0.8932621,0.002349372,0.07876369,0.00003136583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2823332,0.05368399,0.5800679,0.0006895841,0.0008986618,0.0003417185,0.0004411546,0.001540643,0.08000308],"genre_scores_gemma":[0.792393,0.0191381,0.149648,0.0001767362,0.0003383487,0.0001883113,0.0003766254,0.0001526774,0.03758818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002077518,"threshold_uncertainty_score":0.006950021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011117034760294,"score_gpt":0.232164046622204,"score_spread":0.222052876274601,"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."}}