{"id":"W7035945985","doi":"","title":"Aluminum protective coating - fatigue and bond strength properties with respect to surface preparation techniques: laser ablation, shot peening and sand blasting.","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shot peening; Bond strength; Coating; Aluminium; Peening; Laser; Bonding strength","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002320473,0.0001106166,0.0001080109,0.00001425653,0.0002697973,0.00015657,0.00005125929,0.00004005694,0.00004902448],"category_scores_gemma":[0.0000901665,0.00004328349,0.00001083445,0.0001507354,0.00006586609,0.0002656139,0.00005192119,0.0001029466,0.000001814039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002014391,"about_ca_system_score_gemma":0.00001309345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009136218,"about_ca_topic_score_gemma":0.001204911,"domain_scores_codex":[0.999163,0.00005234486,0.0001275739,0.0002781302,0.000174271,0.0002046842],"domain_scores_gemma":[0.9996267,0.0000855401,0.00005252913,0.00003633014,0.00009400428,0.0001049267],"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":[0.0004932243,0.00005709449,0.03802713,0.00002588096,0.0000195756,0.000003128146,0.001197362,0.00008290543,0.7839093,0.00004150839,0.0004287049,0.1757142],"study_design_scores_gemma":[0.0004208484,0.002884368,0.04292366,0.0002955461,0.0000144353,0.000024262,0.001338331,0.00342877,0.9334367,0.0001629139,0.01457095,0.000499227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922127,0.00003215254,0.00008538277,0.0009970802,0.000003201823,0.0007577759,0.000008321073,0.00006097107,0.005842433],"genre_scores_gemma":[0.9905064,0.000005503989,0.009013684,0.00004498652,0.0001044865,0.00007210195,0.000006458226,0.000001265494,0.0002450842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175215,"threshold_uncertainty_score":0.207509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04245537223811726,"score_gpt":0.2580010303414002,"score_spread":0.2155456581032829,"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."}}