{"id":"W2589826650","doi":"10.3303/cet0917161","title":"Synthesis of titania nanotube arrays by anodization","year":2015,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ethylene glycol; Nanotube; Electrolyte; Anodizing; Materials science; Glycerol; Chemical engineering; Urea; Aqueous solution; Fabrication; Nanotechnology; Organic chemistry; Chemistry; Carbon nanotube; Composite material; Electrode","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Materials chemistry synthesis of titania nanotube arrays."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"It experimentally synthesizes titania nanotube arrays."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Synthesis of titania nanotube arrays is materials chemistry."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008153153,0.0002677775,0.000249407,0.0003053111,0.0002394774,0.000192089,0.0003124088,0.0003882926,0.001838158],"category_scores_gemma":[0.0001969312,0.0002999467,0.0001898309,0.0002845475,0.0001101086,0.0001982923,0.0001520514,0.0003883141,0.0009200059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831328,"about_ca_system_score_gemma":0.000139206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036794,"about_ca_topic_score_gemma":0.001125789,"domain_scores_codex":[0.9999017,0.000006019438,0.000009254877,0.00002880922,0.00003522354,0.00001889463],"domain_scores_gemma":[0.9998958,0.00002171873,0.00001604294,0.00001699718,0.00003516494,0.00001415403],"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":[0.00000380274,0.000002639289,0.00001438537,0.00001794047,0.0000013312,0.0000207298,0.000007091653,0.00005479166,0.9990364,0.000046129,0.00002373471,0.0007709716],"study_design_scores_gemma":[0.000005114896,0.00005765541,0.0004089153,0.000002590648,0.000004957948,0.00007147952,0.00000828025,0.000811019,0.9961166,0.00003871244,0.002470723,0.000003867984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487623,0.001668701,0.03353653,0.0001992403,0.0001916766,0.0003977429,0.001253924,0.001031684,0.01295826],"genre_scores_gemma":[0.9353532,0.001450575,0.05151612,0.0001036448,0.00003253928,0.0004121739,0.000928039,0.0001468549,0.01005696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001838158,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550577066601703,"score_gpt":0.2287493892495459,"score_spread":0.1932436185835289,"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."}}