{"id":"W4302342275","doi":"10.31399/asm.cp.itsc2001p0343","title":"Processing and Characterization of Nanostructured Cermet Coatings","year":2001,"lang":"en","type":"article","venue":"Thermal spray","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Cermet; Materials science; Thermal spraying; Abrasion (mechanical); Indentation hardness; Particle (ecology); Coating; Hydrogen; Composite material; Microstructure; Decarburization; Metallurgy; Ceramic","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":[0.00001701563,0.00005274921,0.00007535578,0.00001340325,0.00001979283,0.00001166191,0.00002780857,0.00002148488,0.00004019689],"category_scores_gemma":[0.000001467999,0.00004646364,0.000006119939,0.00003899168,0.00001356318,0.00009576055,0.000008685289,0.00001985443,0.000001121351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003388817,"about_ca_system_score_gemma":0.000001578278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001231846,"about_ca_topic_score_gemma":3.23357e-7,"domain_scores_codex":[0.9997675,0.000004126478,0.00008111614,0.00004487601,0.00003349569,0.000068876],"domain_scores_gemma":[0.9999074,0.000002876009,0.00002577441,0.00003783996,0.00001134909,0.0000147758],"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":[0.000008267576,0.000001911946,0.00054762,0.00003480885,0.000001904181,6.257643e-7,0.0001290508,0.0001279827,0.9864352,0.00002690809,5.546314e-7,0.01268511],"study_design_scores_gemma":[0.0001146552,0.00001387833,0.03666874,0.00002633191,0.000005022472,0.000006577799,0.00000781378,0.0006828255,0.9617339,0.00006242654,0.0006046525,0.00007318571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979608,0.00008321991,0.00120223,0.000007481241,0.00006095796,0.00004109088,0.000003543066,0.00006883232,0.0005718169],"genre_scores_gemma":[0.9993489,0.00002741015,0.0005171256,0.00001225645,0.00004411337,0.000002044641,0.000007175704,0.00001186078,0.00002915841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03612112,"threshold_uncertainty_score":0.1894732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004621987778234248,"score_gpt":0.1896799897791933,"score_spread":0.185058002000959,"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."}}