{"id":"W2474350527","doi":"10.31399/asm.cp.itsc2012p0194","title":"Effects of PTA Torch Selection on Microstructure and Performance of WC-MMC Overlays","year":2012,"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":"Alberta Innovates","funders":"","keywords":"Microstructure; Overlay; Materials science; Tungsten carbide; Abrasion (mechanical); Metallurgy; Composite number; Scanning electron microscope; Composite material; Computer science","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":[0.0003156583,0.0002610322,0.0002876272,0.0003583526,0.000211205,0.0003757528,0.0002507513,0.0002755601,0.001142373],"category_scores_gemma":[0.0009861069,0.000248596,0.0001559951,0.0003299957,0.0001937279,0.0001901482,0.0001981874,0.0002252554,0.000232126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301436,"about_ca_system_score_gemma":0.0001653097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124205,"about_ca_topic_score_gemma":0.004434506,"domain_scores_codex":[0.9997067,0.00003617628,0.00002519961,0.00006073197,0.0001183128,0.00005285213],"domain_scores_gemma":[0.9993387,0.0001338471,0.0001422078,0.00006458894,0.00024815,0.00007241873],"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":[0.0002221141,0.00002262625,0.0006765869,0.00004587987,0.00001112775,0.00005685526,0.00003025804,0.0003966562,0.9970431,0.00001296846,0.00003867365,0.001443139],"study_design_scores_gemma":[0.00001037988,0.0007273495,0.01467939,0.000004263324,0.0000303617,0.0001298388,0.00006097784,0.001195367,0.9825286,0.000005043098,0.0006196227,0.00000879553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988536,0.0002262681,0.0003390823,0.000007165735,0.000008079289,0.0000125463,0.00008069805,0.00003984475,0.0004328266],"genre_scores_gemma":[0.998535,0.00009405583,0.0008325192,0.00000598785,0.000002701982,0.000007851665,0.00005832812,0.00001991516,0.0004435751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002124205,"threshold_uncertainty_score":0.004223645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002340209113009893,"score_gpt":0.176925027249048,"score_spread":0.1745848181360381,"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."}}