{"id":"W2011673675","doi":"10.1016/j.surfcoat.2011.02.021","title":"Gas phase deposition of diffusion barriers for metal substrates in solid oxide fuel cells","year":2011,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Innovation Council","funders":"","keywords":"Materials science; Oxide; Diffusion; Deposition (geology); Chemical engineering; Metal; Phase (matter); Fuel cells; Gas phase; Metallurgy; Physical chemistry; Thermodynamics; Organic chemistry; Chemistry","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":[0.000258166,0.0001476966,0.0002867023,0.0001168669,0.00006569077,0.000008536881,0.0001956112,0.0001617444,0.00008172813],"category_scores_gemma":[0.00006812537,0.0001423974,0.00003067508,0.0001927522,0.0003108104,0.0001638037,0.00008009408,0.00009343549,0.000006514293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002254362,"about_ca_system_score_gemma":0.00002398903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000779747,"about_ca_topic_score_gemma":0.00006505298,"domain_scores_codex":[0.9988694,0.00002436536,0.0003771371,0.0003158979,0.00009899972,0.0003142397],"domain_scores_gemma":[0.9993794,0.00005690475,0.0002397465,0.0002024711,0.00007329251,0.00004820666],"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":[0.00009853168,0.00009474596,0.001365623,0.00006965436,0.000003696911,0.000004441801,0.0005549972,0.00001947203,0.9966506,0.000672734,0.000008292636,0.0004571796],"study_design_scores_gemma":[0.001060116,0.000348167,0.00003719089,0.00003703959,0.00001845971,0.000005156799,0.001697007,0.000105641,0.9847196,0.01179155,0.00004112762,0.000138926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961013,0.0002854606,0.002820177,0.00003873952,0.000106318,0.000361707,0.00002734023,0.00008205599,0.0001769134],"genre_scores_gemma":[0.9601666,0.0001081946,0.03960857,0.00002579161,0.000004511269,0.00002995824,0.00000405798,0.00001602888,0.00003634089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03678839,"threshold_uncertainty_score":0.5806797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608772659298145,"score_gpt":0.2744245342678888,"score_spread":0.2583368076749073,"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."}}