{"id":"W4387976202","doi":"10.3390/molecules28217290","title":"Significance of Zn Complex Concentration on Microstructure Evolution and Corrosion Behavior of Al/WS2","year":2023,"lang":"en","type":"article","venue":"Molecules","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Central Power Research Institute; SRM Institute of Science and Technology; World Wildlife Fund","keywords":"Corrosion; Materials science; Fourier transform infrared spectroscopy; Microstructure; Electrochemistry; Crystallinity; Metal; Composite material; Chemical engineering; Metallurgy; Chemistry; Physical 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":[0.00007371003,0.0002378402,0.0001176767,0.0001774503,0.0001333853,0.0002373149,0.0001317259,0.0002098779,0.0009267092],"category_scores_gemma":[0.0001868832,0.0001948048,0.0001332039,0.0001128316,0.0001590035,0.0001942406,0.000100999,0.0002216872,0.0001537341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002415,"about_ca_system_score_gemma":0.0001073809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634978,"about_ca_topic_score_gemma":0.002928604,"domain_scores_codex":[0.999904,0.000008730025,0.000006598477,0.00003093513,0.00003077755,0.00001900736],"domain_scores_gemma":[0.9999202,0.00001262193,0.0000237156,0.000005447024,0.00002743284,0.00001050005],"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":[0.00005021402,0.000003754078,0.0003815513,0.00001495888,0.000003361926,0.00003085932,0.00001046391,0.0000598232,0.9989634,0.00001953726,0.00001030176,0.0004518887],"study_design_scores_gemma":[0.000002453249,0.00004320157,0.004003055,0.000001290087,0.000007841202,0.00003669569,0.00002137581,0.0008251634,0.9946864,0.00001223426,0.0003576536,0.000002614603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979324,0.0002837378,0.0008592273,0.00002201599,0.00001000215,0.000006537073,0.0001009404,0.00003677449,0.000748371],"genre_scores_gemma":[0.9985566,0.0001177167,0.0005367347,0.00001169226,0.000002115389,0.000004155563,0.00005920868,0.00001394393,0.0006979199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001634978,"threshold_uncertainty_score":0.003250897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242520934135746,"score_gpt":0.2726979561608902,"score_spread":0.2502727468195328,"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."}}