{"id":"W2067275394","doi":"10.1149/1.1996509","title":"Influence of Surface Polishing on the Electrochemical Behavior of Titanium","year":2005,"lang":"en","type":"article","venue":"Electrochemical and Solid-State Letters","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada; Acadia University","keywords":"Sandpaper; Materials science; Polishing; Diamond; Electrochemistry; Anode; Electrode; Scanning electron microscope; Polarization (electrochemistry); Titanium; Metallurgy; Corrosion; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003475053,0.00020096,0.0003116877,0.00003736224,0.00008575653,0.00003288867,0.0003973486,0.00007101045,0.0001159844],"category_scores_gemma":[0.00006490733,0.0001462003,0.00009025164,0.0001726518,0.0002905169,0.0001369688,0.00008659422,0.0002699258,0.0000178256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004007256,"about_ca_system_score_gemma":0.00002574309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402767,"about_ca_topic_score_gemma":0.000002154613,"domain_scores_codex":[0.9982483,0.00007462301,0.0004628836,0.0003141222,0.0004333555,0.0004666975],"domain_scores_gemma":[0.9992177,0.000172111,0.0001808186,0.0002729049,0.00006515006,0.00009127929],"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":[0.00005649184,0.00009045481,0.0007888689,0.00001234199,0.000005038974,0.000001504599,0.0001428148,0.00004222283,0.9983272,0.0001976081,0.0002686192,0.00006681779],"study_design_scores_gemma":[0.000197574,0.00008503149,0.0003268342,0.00002910956,0.00003712835,0.000008890763,0.00001608327,0.00003391778,0.9988467,0.00008512769,0.0001706889,0.0001629076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997758,0.00007123685,0.0001407655,0.001722427,0.00002299808,0.0001853596,0.000009984914,0.00003074869,0.00005843619],"genre_scores_gemma":[0.9975541,0.00003832019,0.0006867074,0.001584994,0.00005240495,0.00001734809,0.000005669305,0.00001723928,0.00004324725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000969418,"threshold_uncertainty_score":0.5961877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008187015186035125,"score_gpt":0.2462197658294188,"score_spread":0.2380327506433836,"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."}}