{"id":"W2895508339","doi":"10.22215/etd/2014-10264","title":"Effect of pH on Coatings Used to Protect Aluminum Beverage Cans","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Corrosion; Aluminium; Dielectric spectroscopy; Materials science; Coating; Aeration; Conversion coating; Epoxy; Metallurgy; Carbon steel; Cyclic voltammetry; Electrochemistry; Composite material; Chemistry; Electrode; Waste management; Engineering","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":[0.000381023,0.0006748607,0.0004447586,0.0002121842,0.0002204192,0.000408183,0.0003336075,0.0004632395,0.001425576],"category_scores_gemma":[0.000849134,0.0002479973,0.0003861149,0.0001945516,0.0001870881,0.0004222969,0.0002356725,0.0005826845,0.0003544195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883018,"about_ca_system_score_gemma":0.0001879868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254859,"about_ca_topic_score_gemma":0.001618931,"domain_scores_codex":[0.9995494,0.0000565604,0.00003035896,0.00007605532,0.0001833057,0.00010427],"domain_scores_gemma":[0.9993666,0.0001551042,0.000108878,0.00004754635,0.0002731891,0.00004869831],"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":[0.0002462702,0.00004095495,0.0003191655,0.0001620977,0.00002503337,0.00005889156,0.00004128967,0.00009018063,0.9968893,0.00001445803,0.00003491243,0.0020774],"study_design_scores_gemma":[0.000005967293,0.0005616166,0.001605215,0.000007996749,0.0000282707,0.00004419239,0.00004092382,0.0001547763,0.9971066,0.000005349353,0.000433904,0.000005167208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935032,0.00261329,0.001375415,0.0000531171,0.00008495645,0.00006718148,0.0001782875,0.00003925487,0.002085395],"genre_scores_gemma":[0.9912572,0.002247588,0.002623044,0.00009298039,0.00002575082,0.00002733165,0.0002532077,0.00003332063,0.003439538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425576,"threshold_uncertainty_score":0.004768968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012042049216625,"score_gpt":0.2881682450977576,"score_spread":0.2761261958811326,"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."}}