{"id":"W3083306403","doi":"10.3390/coatings10090864","title":"Pulsed Waterjet Roughening of Cast Iron and Aluminum Alloy for Automotive Engine Remanufacturing with Plasma Transferred Wire Arc Coating","year":2020,"lang":"en","type":"article","venue":"Coatings","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Coating; Surface roughness; Cast iron; Surface finish; Substrate (aquarium); Metallurgy; Aluminium; Delamination (geology); Composite material; Alloy; Plasma","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":[0.0001215377,0.0001909863,0.0001600047,0.0002234615,0.0001188806,0.0002057597,0.0002494225,0.0002040721,0.0003396421],"category_scores_gemma":[0.0002170567,0.0001561288,0.0001858347,0.0001157612,0.0001588551,0.0001867014,0.0001811234,0.0002021069,0.0001150513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167804,"about_ca_system_score_gemma":0.000114078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009377063,"about_ca_topic_score_gemma":0.003428859,"domain_scores_codex":[0.9998463,0.000009744958,0.000004779411,0.00001918449,0.00009705769,0.00002294837],"domain_scores_gemma":[0.9999058,0.00001565466,0.00003096252,0.00001194766,0.00002784662,0.000007675449],"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":[0.00001587169,0.000005513182,0.0001480223,0.00002564972,0.000002253047,0.00004315203,0.00002040797,0.0001720873,0.9962993,0.0000336755,0.00001583788,0.003218193],"study_design_scores_gemma":[0.000003511968,0.0002062451,0.003661839,0.000002212093,0.000006865616,0.000125369,0.00002509547,0.002029135,0.9930983,0.00001481964,0.0008219065,0.000004594207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928769,0.0006142134,0.005600912,0.00001475637,0.00001239568,0.00001441898,0.00001235636,0.00005166508,0.0008023055],"genre_scores_gemma":[0.9946672,0.0001744971,0.00414262,0.000006931584,0.000002565814,0.000003936649,0.00001520024,0.00001105602,0.0009760132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009377063,"threshold_uncertainty_score":0.001864493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573013591699146,"score_gpt":0.2144203334513279,"score_spread":0.1986901975343364,"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."}}