{"id":"W3163073597","doi":"10.82308/46018","title":"Cold spray characteristics of mixed 316L stainless steel and commercial purity Fe powders","year":2020,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Metallurgy; Gas dynamic cold spray; Materials science; Composite material; Coating","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004482488,0.000527007,0.0007625443,0.0001365151,0.0003935007,0.0000892653,0.0004539799,0.0004134243,0.0000534598],"category_scores_gemma":[0.0004676827,0.0005965022,0.0001465736,0.0004957878,0.0001459873,0.0004593113,0.000222432,0.001205194,0.00004082187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266229,"about_ca_system_score_gemma":0.00002437048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003757688,"about_ca_topic_score_gemma":0.00008551475,"domain_scores_codex":[0.9973487,0.0002196799,0.000769906,0.0005490105,0.0005126157,0.0006001383],"domain_scores_gemma":[0.998411,0.0002009983,0.0001851219,0.0004729311,0.0002066032,0.0005233216],"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":[0.00005826486,0.00009461719,0.002442115,0.0004226332,0.00009551999,0.00008090246,0.00005105578,0.00006975783,0.9814131,0.01141596,0.00002689124,0.003829228],"study_design_scores_gemma":[0.002623314,0.0003963718,0.0679249,0.0003043391,0.0003128687,0.00002812179,0.0002668401,0.0001829238,0.8750717,0.0001696364,0.05088546,0.001833504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961743,0.00006357389,0.000002721106,0.00008201967,0.0006305607,0.000468587,0.001503959,0.0004921857,0.0005821039],"genre_scores_gemma":[0.9986502,0.00005444094,0.000700784,0.0002221173,0.00006920636,0.00003113784,0.00006370433,0.0001582617,0.000050139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063413,"threshold_uncertainty_score":0.9996486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753976531945932,"score_gpt":0.2114167695950075,"score_spread":0.1938770042755482,"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."}}