{"id":"W2081569534","doi":"10.1149/1.3242255","title":"Enhanced Proton Conductivity of Amorphous Silicate Nanofilms","year":2009,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomembrane Technologies (Canada)","funders":"","keywords":"Conductivity; Materials science; Amorphous solid; Percolation (cognitive psychology); Proton; Silicate; Scaling; Range (aeronautics); Relative humidity; Power law; Thermal conduction; Percolation threshold; Composite material; Electrical resistivity and conductivity; Condensed matter physics; Thermodynamics; Chemical engineering; Chemistry; Crystallography; Physics","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":[0.0000607629,0.0001647444,0.0001097003,0.0001301224,0.000109319,0.0002096629,0.00008614922,0.0001794732,0.0009582648],"category_scores_gemma":[0.0001188311,0.00009867188,0.00009872816,0.00006854918,0.0001575077,0.0002036874,0.0001360194,0.0001971435,0.0001333319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689247,"about_ca_system_score_gemma":0.00005807986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002824137,"about_ca_topic_score_gemma":0.0004285094,"domain_scores_codex":[0.9999611,0.000003096345,0.000003404985,0.000009182228,0.00001331638,0.00000980683],"domain_scores_gemma":[0.9999419,0.00001814476,0.00001514471,0.000004344124,0.00001086676,0.000009572522],"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":[0.00001626818,0.000002685189,0.00005090321,0.00001198083,0.000001373372,0.00001792966,0.00001162946,0.00003842574,0.9995216,0.00004235446,0.00001010035,0.0002745518],"study_design_scores_gemma":[0.000006964263,0.00004972691,0.001209595,0.000003091481,0.00000447081,0.0000300743,0.00001599002,0.0008143229,0.9974483,0.00003269841,0.0003818307,0.00000294877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986669,0.0001659244,0.0003636859,0.00002266649,0.000008216387,0.000002518359,0.00004406141,0.00002467408,0.000701273],"genre_scores_gemma":[0.9987333,0.0001188908,0.0004085845,0.00001445322,0.000004270351,0.000004469591,0.00004259587,0.000004861765,0.0006684788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009582648,"threshold_uncertainty_score":0.003205717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586227992816869,"score_gpt":0.2713279376873706,"score_spread":0.2554656577592019,"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."}}