{"id":"W6437266","doi":"10.31399/asm.cp.itsc2003p1269","title":"DC Plasma Diagnostics for Improvement of Plasma Spraying Process under Soft Vacuum Conditions","year":2003,"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":"","funders":"","keywords":"Nozzle; Materials science; Plasma; Plasma torch; Anode; Solution precursor plasma spray; Volumetric flow rate; Plasma diagnostics; Spray nozzle; Analytical Chemistry (journal); Dense plasma focus; Vacuum chamber; Thermal spraying; Composite material; Chemistry; Mechanics; Electrode; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001557389,0.0002323603,0.0002424862,0.00007429111,0.0001135815,0.00003139102,0.0001649212,0.0001410848,0.0001339685],"category_scores_gemma":[0.0001105842,0.0002272571,0.00007935424,0.0001571077,0.00005228802,0.0001206251,0.00001417419,0.0001992507,0.00002388136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049199,"about_ca_system_score_gemma":0.00005412273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003364763,"about_ca_topic_score_gemma":0.00001454168,"domain_scores_codex":[0.9988813,0.000017989,0.000335293,0.0001945527,0.0001924053,0.0003784169],"domain_scores_gemma":[0.9992132,0.0002857462,0.00007404174,0.000232585,0.0001005602,0.00009388032],"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":[0.000009698509,0.00008684341,0.0009655158,0.0001659969,0.00006019475,0.000003429133,0.0005159996,0.0425606,0.9532753,0.001971795,0.0002799092,0.0001046922],"study_design_scores_gemma":[0.0008632385,0.0001325984,0.001232014,0.00007551104,0.00009011686,0.00000484485,0.0002433175,0.0004953999,0.9954267,0.0001239477,0.0009943279,0.0003179435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959297,0.00004095867,0.002066151,0.00002769101,0.0005297083,0.0005516205,0.000115833,0.0002292656,0.0005090485],"genre_scores_gemma":[0.9983543,0.000006951901,0.001082529,0.00003182561,0.0000789808,0.000196657,0.00003357647,0.00008430053,0.0001308708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04215142,"threshold_uncertainty_score":0.9267277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332592107053729,"score_gpt":0.2546127258480634,"score_spread":0.2412868047775261,"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."}}