{"id":"W2588427438","doi":"10.5006/2268","title":"Characterization of Localized Filament Corrosion Products at the Anodic Head on a Model Mg-Zn-Zr Alloy Surface","year":2017,"lang":"en","type":"article","venue":"CORROSION","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"U.S. Department of Energy","keywords":"Materials science; Lamella (surface anatomy); Corrosion; Alloy; Dissolution; Anode; Protein filament; Porosity; Head (geology); Metallurgy; Chemical engineering; Focused ion beam; Composite material; Ion; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003903068,0.0001899226,0.0002295533,0.00002135476,0.0009867911,0.000140874,0.0005883743,0.00008196888,0.0002966043],"category_scores_gemma":[0.00009248731,0.0001216803,0.00005459035,0.00006861266,0.0002209752,0.000197094,0.0003811322,0.00008332541,0.0002606178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007836282,"about_ca_system_score_gemma":0.00006499972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103479,"about_ca_topic_score_gemma":0.00003908497,"domain_scores_codex":[0.9984688,0.00007172198,0.0003405444,0.0004623586,0.0003982747,0.000258319],"domain_scores_gemma":[0.9979655,0.00002658212,0.0004447003,0.00132008,0.0001738451,0.0000692621],"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":[0.000232078,0.0001338527,0.000176894,0.00005499952,2.503967e-7,4.235138e-7,0.0002114088,0.001313065,0.9962999,0.0003631594,0.0009518116,0.0002621269],"study_design_scores_gemma":[0.0004475353,0.0001501085,0.001249935,0.0001051411,0.00001794544,0.000002152553,0.00002325669,0.03178281,0.962075,0.00004479351,0.003940321,0.000161031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925053,0.00004280528,0.002599248,0.002983418,0.0004349162,0.0008324368,0.00007561925,0.00005763399,0.0004686619],"genre_scores_gemma":[0.9921425,0.00009817577,0.0002948917,0.0002917784,0.00005876752,0.00006575571,0.00007559021,0.0000251403,0.006947378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03422496,"threshold_uncertainty_score":0.7589699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946916343910031,"score_gpt":0.2686026613105804,"score_spread":0.22913349787148,"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."}}