{"id":"W2605208980","doi":"10.31399/asm.cp.itsc2013p0292","title":"Effect of Liquid Feedstock on Downstream Cold Spray Nozzle","year":2013,"lang":"en","type":"article","venue":"Thermal spray","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; CenterLine (Canada); Concordia University","funders":"","keywords":"Raw material; Nozzle; Downstream (manufacturing); Spray nozzle; Environmental science; Waste management; Chemistry; Materials science; Engineering; Mechanical engineering","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":[0.0002173684,0.0005032653,0.0005552245,0.0002228207,0.000427305,0.0009891617,0.0005191416,0.0004872511,0.001982032],"category_scores_gemma":[0.0008292007,0.0002324134,0.0003771416,0.0001938683,0.0005125109,0.0005404495,0.0004238571,0.0004443628,0.000230694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009614276,"about_ca_system_score_gemma":0.0006641095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570026,"about_ca_topic_score_gemma":0.00177446,"domain_scores_codex":[0.9997568,0.00002707571,0.00001142746,0.00006115517,0.00008958871,0.00005392053],"domain_scores_gemma":[0.9997289,0.0001251725,0.0000589312,0.00001487351,0.00004937188,0.0000228124],"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":[0.0007307487,0.0001553803,0.004847775,0.0002971726,0.0000334084,0.0006642187,0.00009979214,0.2583654,0.7255286,0.001650599,0.0002186673,0.007408264],"study_design_scores_gemma":[0.00007263694,0.0008918909,0.004955947,0.00003011141,0.00005865111,0.00009427921,0.00009720101,0.4070845,0.5855343,0.0002254992,0.0009174214,0.0000376126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883434,0.0002460036,0.007247557,0.00005057948,0.0000310499,0.00003637566,0.00010357,0.000104743,0.003836662],"genre_scores_gemma":[0.9985135,0.0001005145,0.0007570066,0.000008024087,0.000002052876,0.00000887107,0.00004188764,0.00001802899,0.000550011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003570026,"threshold_uncertainty_score":0.007098496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003078241666584344,"score_gpt":0.1878987326593448,"score_spread":0.1848204909927604,"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."}}