{"id":"W4255947794","doi":"10.1179/000844306794409048","title":"ALUMINUM PROTECTIVE COATINGS - FATIGUE AND BOND STRENGTH PROPERTIES WITH RESPECT TO SURFACE PREPARATION TECHNIQUES: LASER ABLATION, SHOT PEENING AND GRIT BLASTING","year":2006,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Shot peening; Metallurgy; Peening; Aluminium; Coating; Thermal spraying; Gas dynamic cold spray; Rock blasting; Bond strength; Composite material; Adhesive; Residual stress","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000235486,0.0002982201,0.0002831795,0.0001825146,0.0002407231,0.0002915302,0.00008676464,0.0001490179,0.00001657537],"category_scores_gemma":[0.0000405051,0.0002619869,0.00002454579,0.0003259755,0.00009245386,0.0003210404,0.000008223714,0.0002969463,0.000003651288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722515,"about_ca_system_score_gemma":0.00009074309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0115123,"about_ca_topic_score_gemma":0.0931618,"domain_scores_codex":[0.9985613,0.00006093616,0.000324815,0.0004187103,0.000220875,0.0004133293],"domain_scores_gemma":[0.9992241,0.00005850529,0.00005159579,0.0001819204,0.0001285461,0.0003553936],"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":[0.0003049249,0.00009571727,0.007094676,0.0005848401,0.0002159756,0.0005318921,0.03037163,0.05293785,0.8993857,0.001702219,0.002993905,0.003780654],"study_design_scores_gemma":[0.006256386,0.01418773,0.1019956,0.004940807,0.001007602,0.001380493,0.01092694,0.09852267,0.7135701,0.0007033931,0.03558657,0.01092171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950749,0.00005908758,0.002771107,0.0001501993,0.0000323125,0.0009538356,0.00002461215,0.0002940038,0.0006398908],"genre_scores_gemma":[0.9918701,5.48138e-7,0.007601357,0.00002612213,0.00008195265,0.0001254485,0.00002161168,0.00005661635,0.0002162557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858156,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350579119267031,"score_gpt":0.2188646819707816,"score_spread":0.2053588907781113,"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."}}