{"id":"W2006095991","doi":"10.1021/am900474h","title":"Preparation and Characterization of Microporous Layers on Titanium","year":2009,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Microporous material; Materials science; Aqueous solution; Scanning electron microscope; Dissolution; Titanium; Chemical engineering; Layer (electronics); Solid solution; Oxide; Electrochemistry; Inorganic chemistry; Nuclear chemistry; Metallurgy; Nanotechnology; Electrode; Physical chemistry; Composite material; 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":[0.0001882525,0.0001369805,0.0002078367,0.00005840902,0.00006222008,0.000103045,0.00009217468,0.00007756212,0.0004000269],"category_scores_gemma":[0.000005949365,0.0001207706,0.000006715008,0.00004659493,0.00004960289,0.0001641755,0.00003158783,0.00003020142,0.00009040951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002182023,"about_ca_system_score_gemma":0.00000948429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000842023,"about_ca_topic_score_gemma":0.000001317423,"domain_scores_codex":[0.9990941,0.00003062101,0.000334209,0.000257847,0.0001457694,0.0001374544],"domain_scores_gemma":[0.9995364,0.00001224451,0.0002096823,0.0001715176,0.00004364502,0.0000265166],"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":[0.000314359,0.00006384841,0.000003884095,0.00001551663,5.530831e-7,3.799932e-7,0.0003248208,0.000002258459,0.997694,0.0008323074,0.00008134505,0.0006667463],"study_design_scores_gemma":[0.0002149412,0.0003333176,0.000813004,0.00004005237,0.0000130232,0.000003381062,0.00005206566,3.166905e-7,0.9981666,0.0001985688,0.00004272735,0.0001220404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986248,0.000007506521,0.00006838404,0.0000868194,0.0003024088,0.000283926,0.00007484595,0.00006489833,0.0004864238],"genre_scores_gemma":[0.9995021,0.00002964023,0.0001126322,0.0001384235,0.00005522742,0.00001741222,0.00006184203,0.00001014408,0.00007261643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008772748,"threshold_uncertainty_score":0.4924881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030197648752047,"score_gpt":0.2579138498395124,"score_spread":0.247611873351992,"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."}}