{"id":"W1967600149","doi":"10.1016/j.tsf.2007.03.058","title":"Effect of Mn2+ additive on the zinc phosphating of 2024-Al alloy","year":2007,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Scanning electron microscope; Zinc; Alloy; X-ray photoelectron spectroscopy; Materials science; Conversion coating; Chemical engineering; Precipitation; Metallurgy; Nuclear chemistry; Chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000118421,0.0003472415,0.0003787083,0.0001670469,0.0002061225,0.0002978948,0.0005167262,0.000294143,0.001964153],"category_scores_gemma":[0.0003245302,0.0002358188,0.0002116602,0.0001866618,0.000126175,0.0001900127,0.0001591501,0.0004052225,0.0003128746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116931,"about_ca_system_score_gemma":0.0002120381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988144,"about_ca_topic_score_gemma":0.003653236,"domain_scores_codex":[0.9998252,0.0000302885,0.00001946128,0.00003344303,0.00005091765,0.00004082243],"domain_scores_gemma":[0.9998555,0.00003335495,0.00002919975,0.0000188776,0.00004141841,0.00002171415],"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":[0.001409331,0.00006057417,0.0002285649,0.0002022539,0.00002951764,0.0001357964,0.00003698558,0.0001907725,0.9951143,0.00006018951,0.00009007923,0.002441576],"study_design_scores_gemma":[0.0000118788,0.0002176887,0.0004690784,0.000003840541,0.00002079815,0.00002769523,0.00001389417,0.000340427,0.9982134,0.000005383218,0.000673316,0.000002614958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965953,0.001069297,0.0003602988,0.00004792609,0.0000410632,0.00001149222,0.0001167461,0.00005886133,0.001699025],"genre_scores_gemma":[0.9966689,0.0004739177,0.000701978,0.000022988,0.00001156938,0.000004656598,0.0001161418,0.00001671514,0.001983262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002988144,"threshold_uncertainty_score":0.006570756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277048370524786,"score_gpt":0.2929133560344256,"score_spread":0.2801428723291778,"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."}}