{"id":"W2049861726","doi":"10.1149/1.2729328","title":"Oxidation Behavior and Conductivity of UNS 430 Stainless Steel and Crofer 22 APU with Spinel Coatings","year":2007,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Astellas Pharma US","keywords":"Spinel; Materials science; Metallurgy; Electroplating; Metal; Substrate (aquarium); Composite material; Layer (electronics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001734861,0.0002117696,0.0002453669,0.0002592185,0.0002260969,0.0002613158,0.0002169272,0.0003793502,0.0008353776],"category_scores_gemma":[0.0005655564,0.0001975403,0.0001483641,0.0002293855,0.0001971865,0.0001545961,0.0001438095,0.0002089538,0.000222172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696307,"about_ca_system_score_gemma":0.0001621155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343769,"about_ca_topic_score_gemma":0.006789022,"domain_scores_codex":[0.9997472,0.00002598406,0.0000150058,0.00003710349,0.0001241072,0.00005059624],"domain_scores_gemma":[0.9997992,0.0000316052,0.00002675314,0.00001447767,0.0001043711,0.00002369288],"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":[0.0001201045,0.000008310963,0.0007183526,0.00002596457,0.000005755694,0.00005222661,0.000054524,0.0002352197,0.9969664,0.00004586567,0.00005266153,0.001714608],"study_design_scores_gemma":[0.000006928225,0.0002854426,0.01180354,0.000005668518,0.00001107201,0.0001046283,0.00007673715,0.002225557,0.9845367,0.00002077777,0.0009128407,0.00001015295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987677,0.0002138872,0.0002998785,0.00001419263,0.000004843365,0.000003873022,0.00005148393,0.00001336252,0.0006307611],"genre_scores_gemma":[0.9979798,0.0001127936,0.0007259844,0.000007345826,0.000001449277,0.000003825581,0.00009243721,0.000005731688,0.001070661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00343769,"threshold_uncertainty_score":0.006835401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665828030978752,"score_gpt":0.2771337730800142,"score_spread":0.2604754927702267,"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."}}