{"id":"W4312278175","doi":"10.31399/asm.cp.itsc2009p1151","title":"Cold Spraying Combined with Laser Surface Pre-Treatment Using Protal","year":2009,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Gas dynamic cold spray; Coating; Substrate (aquarium); Laser; Adhesion; FOIL method; Aluminium; Irradiation; Composite material; Aluminum foil; Pulsed laser deposition; Deposition (geology); Thin film; Metallurgy; Optics; Layer (electronics); Nanotechnology","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":[0.00007789924,0.0002817772,0.0002375464,0.00003450214,0.0001089417,0.00006979699,0.000119331,0.00009682687,0.00005762614],"category_scores_gemma":[0.000003569325,0.0002191735,0.00004546942,0.0001810755,0.00002682331,0.0001628424,0.00001100028,0.0001743627,0.00003324551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986628,"about_ca_system_score_gemma":0.00003225148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003268625,"about_ca_topic_score_gemma":0.00002185464,"domain_scores_codex":[0.999013,0.00003502122,0.0001752863,0.0002054543,0.0001952745,0.000375984],"domain_scores_gemma":[0.9995179,0.00002221448,0.00003642328,0.0002877109,0.00003159547,0.0001042016],"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":[0.00005869468,0.00007900741,0.004570138,0.000009219047,0.0000284096,0.00004797137,0.0004557656,0.1389765,0.8556452,0.0000261188,0.00001531698,0.00008759578],"study_design_scores_gemma":[0.001224959,0.0007340424,0.01833236,0.0001026343,0.00007230718,0.00001727973,0.00002755083,0.001504553,0.9770601,0.00000128457,0.000492415,0.0004305345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979426,0.00004478834,0.0001049124,0.00003292503,0.0001234703,0.0006594558,0.000007022551,0.0005884452,0.0004963673],"genre_scores_gemma":[0.9962887,0.000001728765,0.003190726,0.00002245491,0.00008616751,0.0000146688,0.000006784368,0.00006202287,0.0003267378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374719,"threshold_uncertainty_score":0.8937637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118002062136736,"score_gpt":0.2314037710306101,"score_spread":0.2202237504092427,"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."}}