{"id":"W2083664589","doi":"10.1007/s11665-010-9684-3","title":"Inhibition of Corrosion of 3003 Aluminum Alloy in Ethylene Glycol-Water Solutions","year":2010,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Corrosion; Alloy; Ethylene glycol; Anode; Electrochemistry; Molybdate; Metallurgy; Coolant; Aluminium; Chemical engineering; Inorganic chemistry; Electrode; 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":[0.000293506,0.000612226,0.0003570271,0.0001990664,0.0001815093,0.0002421797,0.0005170745,0.0005872247,0.001456929],"category_scores_gemma":[0.0004552013,0.0002267159,0.0002832888,0.0003029257,0.0001917345,0.0002065763,0.000151386,0.0005150212,0.0004019547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315583,"about_ca_system_score_gemma":0.0003239676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724262,"about_ca_topic_score_gemma":0.004217662,"domain_scores_codex":[0.9995541,0.00009168417,0.00003571328,0.00005384409,0.0001547933,0.0001098071],"domain_scores_gemma":[0.9997093,0.0000913727,0.00005788952,0.00002775054,0.00008303742,0.00003050691],"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":[0.0008700539,0.00004149245,0.0002343523,0.00007894568,0.00001212286,0.00006085877,0.00005603012,0.0001893641,0.9965236,0.00004656654,0.00007455733,0.001812121],"study_design_scores_gemma":[0.00001179009,0.0006003176,0.001294862,0.000004875857,0.000007969208,0.00002960186,0.00002127661,0.0008694867,0.9967741,0.000009122202,0.0003729757,0.000003597859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995492,0.001100944,0.0009433581,0.00005748462,0.00002407519,0.00001714104,0.0001911617,0.00004351981,0.002130334],"genre_scores_gemma":[0.9956802,0.0005526878,0.000887776,0.0000234832,0.000007989027,0.000009467618,0.0003183142,0.00001807067,0.002502132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004724262,"threshold_uncertainty_score":0.009393513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100626808290383,"score_gpt":0.214509527080441,"score_spread":0.2035032589975372,"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."}}