{"id":"W3167189736","doi":"10.31399/asm.cp.itsc2021p0107","title":"Hybrid Additive Manufacturing Technology—Induction Heating Cold Spray","year":2021,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gas dynamic cold spray; Materials science; Coating; Adhesion; Induction heating; Aluminium; Substrate (aquarium); Composite material; Deposition (geology); Ultimate tensile strength; Thermal spraying; Metallurgy","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":[0.0002619732,0.0002589888,0.0003120515,0.0003120643,0.0001914751,0.000283217,0.0003668623,0.0001981111,0.001312171],"category_scores_gemma":[0.0001583092,0.000174308,0.0002438723,0.0002470952,0.0002237408,0.0002383987,0.0003138907,0.0002748409,0.0004291168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214822,"about_ca_system_score_gemma":0.0001617906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003945117,"about_ca_topic_score_gemma":0.0007531608,"domain_scores_codex":[0.999724,0.00002217281,0.00001107432,0.00004801835,0.0001704247,0.00002431002],"domain_scores_gemma":[0.9998469,0.00002845484,0.00004232136,0.00002523033,0.00004706476,0.00001001199],"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":[0.00002362346,0.00001353908,0.0001331947,0.00009476187,0.000006184679,0.00002967755,0.00002218961,0.000171456,0.9938664,0.0001579977,0.00005936367,0.005421634],"study_design_scores_gemma":[0.000009611791,0.0003386992,0.001652615,0.000005816928,0.00001556186,0.0001808843,0.00001365929,0.001888148,0.9926637,0.00003894065,0.003185777,0.000006509652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142079,0.004841214,0.07419106,0.00008969127,0.0001406871,0.0001056776,0.0001222377,0.000454223,0.005847278],"genre_scores_gemma":[0.9735227,0.0009187661,0.02180145,0.00004179911,0.00003270771,0.00004438244,0.00007232915,0.00002961418,0.003536102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001312171,"threshold_uncertainty_score":0.004389644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007719517151743503,"score_gpt":0.2115003708142373,"score_spread":0.2037808536624938,"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."}}