{"id":"W2520048536","doi":"10.1016/j.ijrmhm.2016.09.010","title":"The effects of C:N ratio on the aqueous corrosion response of TiC and Ti(C,N) cermets with a Ni 3 Al-based binder","year":2016,"lang":"en","type":"article","venue":"International Journal of Refractory Metals and Hard Materials","topic":"Advanced materials and composites","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Cermet; Materials science; Spark plasma sintering; Corrosion; Aqueous solution; Scanning electron microscope; Metallurgy; Phase (matter); Inductively coupled plasma; Sintering; Analytical Chemistry (journal); Plasma; Composite material; Ceramic; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005206955,0.0001048894,0.0002326557,0.00006546651,0.00003717346,0.00004874016,0.0001343758,0.00002815897,0.0000370715],"category_scores_gemma":[0.0001854639,0.00004287217,0.00003129884,0.00001774507,0.00009113687,0.0001102403,0.00002012538,0.00003706345,0.000001168948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001864897,"about_ca_system_score_gemma":0.00002154789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001329135,"about_ca_topic_score_gemma":4.914565e-7,"domain_scores_codex":[0.9991325,0.0001429042,0.0003431696,0.00006368541,0.0002421869,0.00007561634],"domain_scores_gemma":[0.9983121,0.001083929,0.0003158832,0.00009560659,0.0001622837,0.00003026889],"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":[0.001970397,0.00001975173,0.00003005275,0.00004236257,0.00008567346,0.00001174566,0.0000359731,0.00004571407,0.9964179,0.0002449414,0.00008611765,0.00100936],"study_design_scores_gemma":[0.0007465039,0.0004975479,0.003094829,0.0004291082,0.00004696702,0.00003671198,0.00001609048,0.00001400977,0.993189,0.0002307741,0.001635937,0.00006251733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969335,0.0005865085,0.001165537,0.0003346994,0.0008355371,0.00009951173,0.00002583835,0.000005955645,0.00001297525],"genre_scores_gemma":[0.9988035,0.0008327595,0.0001764799,0.0000608556,0.00006064279,0.000005027297,5.209896e-7,0.00001368241,0.000046545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003228908,"threshold_uncertainty_score":0.1748276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006615748782529502,"score_gpt":0.2228161368765511,"score_spread":0.2162003880940216,"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."}}