{"id":"W6962556324","doi":"10.18150/v57bfn","title":"A study of the influence of geometric parameters of a de Laval nozzle on the Cold Spray process","year":2025,"lang":"en","type":"dataset","venue":"RepOD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Process (computing); Heat transfer; Boundary (topology); Data file; Thermal; Grid; Evaporation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195843,0.001777319,0.001432625,0.002561996,0.0006849817,0.001460877,0.00270934,0.002259831,0.04302606],"category_scores_gemma":[0.003985289,0.0005085776,0.001897906,0.002733541,0.0003334453,0.001187886,0.001344327,0.001290473,0.03873515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267446,"about_ca_system_score_gemma":0.001401039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01719365,"about_ca_topic_score_gemma":0.03122658,"domain_scores_codex":[0.998958,0.0001774102,0.0001319875,0.0003172018,0.0003089671,0.0001063801],"domain_scores_gemma":[0.9971713,0.001392865,0.000180283,0.0005120219,0.0006183436,0.0001251337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003935041,0.0001961401,0.004273303,0.002934493,0.0001237444,0.00009848709,0.00005960592,0.003796797,0.001001227,0.0007028007,0.972445,0.01397492],"study_design_scores_gemma":[0.0007039299,0.000207544,0.02915985,0.0007430151,0.0001915734,0.0002204212,0.0002874917,0.01554295,0.005927586,0.002943714,0.9439161,0.0001558735],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001201046,0.0001204537,0.000262992,0.00009067586,0.00005341011,0.00001968772,0.9962938,0.001108182,0.0008497952],"genre_scores_gemma":[0.002585214,0.00006668914,0.0009996515,0.00003952358,0.00001009397,0.0000844421,0.9951848,0.0001527951,0.0008768126],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04302606,"threshold_uncertainty_score":0.1439365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048970021069595,"score_gpt":0.303561435786251,"score_spread":0.283071735575555,"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."}}