{"id":"W2009366830","doi":"10.1016/j.electacta.2004.02.001","title":"Effect of ball milling on the corrosion resistance of magnesium in aqueous media","year":2004,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Research Council Canada","keywords":"Corrosion; Materials science; Ball mill; Metallurgy; Polarization (electrochemistry); Aqueous solution; Magnesium; Crystallite; Nucleation; Electrochemistry; Chemical engineering; Chemistry; Electrode","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004871054,0.0001323185,0.0002276259,0.0000531264,0.00007020698,0.00001341133,0.0004088807,0.00005679742,0.0001002963],"category_scores_gemma":[0.000179359,0.00008208947,0.00005309269,0.0002324753,0.0001017761,0.00004303723,0.00004230046,0.0001285677,0.00001654418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004994856,"about_ca_system_score_gemma":0.00005393848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005713754,"about_ca_topic_score_gemma":0.0002218771,"domain_scores_codex":[0.9988548,0.0001140736,0.0003028577,0.0002319183,0.0002404848,0.0002559092],"domain_scores_gemma":[0.999054,0.0003395646,0.0001557209,0.0003781849,0.00003994682,0.0000326136],"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":[0.0003063707,0.00005936474,0.00001988975,0.00007837517,5.958042e-7,6.312879e-7,0.0001999039,0.00002999917,0.9965798,0.002535405,0.00007582064,0.000113884],"study_design_scores_gemma":[0.0003562076,0.0004399745,0.0002697487,0.00005870888,0.00001145128,0.000001596624,0.00002296697,0.00003008389,0.9978963,0.0006467522,0.0001806381,0.00008558416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964655,0.0002255547,0.0000547397,0.001482333,0.0000622136,0.0003432666,0.000007714693,0.00002255106,0.001336099],"genre_scores_gemma":[0.999405,0.00004294392,0.0002513261,0.00009630016,0.00003409801,0.00005316351,0.000003491318,0.00001436139,0.00009928529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002939503,"threshold_uncertainty_score":0.3347512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006322290824378064,"score_gpt":0.2117197424686185,"score_spread":0.2053974516442404,"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."}}