{"id":"W4382069053","doi":"10.31399/asm.amp.2019-05.p050","title":"Cold Spray Method Helps Restore Antique Vehicle","year":2019,"lang":"en","type":"article","venue":"AM&P Technical Articles","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CenterLine (Canada)","funders":"","keywords":"Gas dynamic cold spray; Thermal spraying; Antique; Materials science; Metallurgy; Engineering; Forensic engineering; Composite material; Coating; Art; Visual arts","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":[0.0003657629,0.0001933065,0.0002523908,0.00007251008,0.00005618138,0.00005652814,0.0002756492,0.000209605,0.0001392774],"category_scores_gemma":[0.00009707102,0.0001796429,0.00008650758,0.0003897935,0.00005058973,0.0001630735,0.00007962246,0.0004266898,0.0006771962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007949801,"about_ca_system_score_gemma":0.00001593125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001614221,"about_ca_topic_score_gemma":0.00003356039,"domain_scores_codex":[0.9986968,0.0000683453,0.0003037485,0.0002916315,0.000244576,0.00039487],"domain_scores_gemma":[0.9990454,0.0001937029,0.00002903695,0.000548892,0.00004396668,0.0001390532],"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":[0.000004943917,0.00003953076,0.01009967,0.00002097585,0.000008046366,0.00001527219,0.00006642181,0.0007913627,0.9839213,0.002653595,0.001901069,0.0004777817],"study_design_scores_gemma":[0.0002947785,0.00008504698,0.03164661,0.00005930138,0.00002002296,0.00001514802,0.00002621088,0.0006185519,0.9566903,0.0001657246,0.01007947,0.0002988384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955022,0.00008426396,0.001393634,0.0003745123,0.0002035273,0.0002972025,0.000005728125,0.001534487,0.0006043919],"genre_scores_gemma":[0.9780409,0.000008686011,0.02142531,0.0001155205,0.00006891016,0.00003526415,0.000002569988,0.00006453091,0.0002383616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02723104,"threshold_uncertainty_score":0.8704213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00963350074585313,"score_gpt":0.2564655851172305,"score_spread":0.2468320843713774,"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."}}