{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315808,0.0002371934,0.0001941465,0.0003932999,0.0001822835,0.0001918573,0.0002772858,0.0002906199,0.0007646752],"category_scores_gemma":[0.0002492563,0.0001761412,0.0003002165,0.0001933754,0.0001319007,0.0001946934,0.0001192908,0.0002074384,0.0002779695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494945,"about_ca_system_score_gemma":0.0001410679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176183,"about_ca_topic_score_gemma":0.002642558,"domain_scores_codex":[0.9998956,0.000004059277,0.000007865528,0.00002327008,0.0000456711,0.00002360607],"domain_scores_gemma":[0.9998199,0.00004092349,0.00004375109,0.00002075476,0.00005017925,0.00002447375],"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":[0.000007780304,0.000002844705,0.00005896297,0.00002233926,0.000002138076,0.00001986141,0.000007043729,0.00003836618,0.9989029,0.00001566559,0.0000141005,0.0009079951],"study_design_scores_gemma":[0.000003076057,0.00009722279,0.00329822,0.000005308839,0.00001140226,0.0001119107,0.00001558665,0.0005918196,0.9942204,0.00001418148,0.001625714,0.000005162589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739093,0.001613386,0.02073199,0.00005931138,0.00004472185,0.0001189205,0.0008942736,0.0002777183,0.002350453],"genre_scores_gemma":[0.9630041,0.001396,0.030528,0.00005929897,0.00002573098,0.0001049917,0.001042687,0.00007473292,0.003764555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176183,"threshold_uncertainty_score":0.002558053,"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."}}