{"id":"W4404069620","doi":"10.3390/ma17225408","title":"Evaluation of Pore-Former Size and Volume Fraction on Tape Cast Porous 430 Stainless Steel Substrates for Plasma Spraying","year":2024,"lang":"en","type":"article","venue":"Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Porosity; Volume fraction; Composite material; Volume (thermodynamics); Metallurgy; Plasma; Fraction (chemistry); Chromatography; 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":[0.0009606875,0.0001592494,0.0002192512,0.00008002624,0.00004944698,0.0001755598,0.00004841769,0.0001236337,0.0001769512],"category_scores_gemma":[0.0001313768,0.0001510628,0.00002518296,0.00007919882,0.0000188529,0.0001829455,0.000009847206,0.00006702825,0.0000143315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138427,"about_ca_system_score_gemma":0.00003868358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002557325,"about_ca_topic_score_gemma":0.00001390345,"domain_scores_codex":[0.9989843,0.00005430412,0.000308596,0.0001871609,0.0002888335,0.0001768467],"domain_scores_gemma":[0.9995368,0.0001282214,0.00004835608,0.0001263618,0.0001315191,0.00002870793],"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":[0.00002118687,0.00001094246,0.0001042482,0.0003366554,0.00003294459,0.000004377082,0.0003838112,0.001860111,0.9954823,0.00007416699,0.0002878509,0.001401418],"study_design_scores_gemma":[0.0003789786,0.0001017469,0.00831013,0.0002191189,0.0001849749,0.00001407795,0.0001788341,0.002647422,0.9869713,0.00007617583,0.0007121832,0.0002051103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975951,0.0001004792,0.00005277255,0.00002503496,0.001288769,0.0005134727,0.0001666029,0.000178081,0.00007973493],"genre_scores_gemma":[0.9991133,0.00001085647,0.0003845881,0.000004568433,0.0001631875,0.0001089814,0.00006427932,0.00005583806,0.00009444571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00851104,"threshold_uncertainty_score":0.6160162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262449097937305,"score_gpt":0.2813244279865908,"score_spread":0.2550795181928603,"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."}}