{"id":"W4294703476","doi":"10.31399/asm.cp.itsc2007p0727","title":"Induction Plasma Deposition of Refractory Metal: Processing Parameters Optimization","year":2007,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Tekna Plasma Systems (Canada)","funders":"","keywords":"Refractory metals; Materials science; Refractory (planetary science); Substrate (aquarium); Plasma; Deposition (geology); Coating; Thermal spraying; Process (computing); Layer (electronics); Metallurgy; Metal; Composite material; Computer science; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002183084,0.0001149856,0.000120339,0.0001057397,0.00004567882,0.00001815742,0.00006690122,0.0001253771,0.0000217956],"category_scores_gemma":[0.00001668866,0.0001134681,0.00003339323,0.0002107281,0.00003036939,0.0002738505,0.000007489452,0.0001726367,0.000005809952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007449096,"about_ca_system_score_gemma":0.000009849039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001100905,"about_ca_topic_score_gemma":0.000007048491,"domain_scores_codex":[0.9993124,0.00002222568,0.0002351501,0.0001078386,0.0001574553,0.0001649569],"domain_scores_gemma":[0.9997033,0.00002351306,0.00007023566,0.0001133218,0.00004765468,0.00004191568],"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":[0.00001258007,0.0000175688,0.0001772261,0.00002456208,0.00000857667,0.000002247909,0.0003531812,0.2808965,0.7150879,0.000005137261,0.000004240306,0.003410309],"study_design_scores_gemma":[0.0001825339,0.00004745209,0.004590272,0.00005760344,0.0000417893,0.000008630697,0.00007101593,0.005316542,0.9894926,0.000001044054,0.00003759619,0.0001529248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749796,0.00005515636,0.02390384,0.000004712213,0.0002687526,0.0001101389,0.00000142142,0.0002594609,0.0004169031],"genre_scores_gemma":[0.9813821,0.000003742136,0.01846614,0.0000054828,0.00006462747,0.000004982934,0.00001757346,0.00003892427,0.00001636648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27558,"threshold_uncertainty_score":0.4627093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357495915644398,"score_gpt":0.2346688643613922,"score_spread":0.2210939052049482,"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."}}