{"id":"W7028294214","doi":"","title":"Effects of galvanic coupling between carbon steel and stainless steel reinforcements","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Memory, History, Trauma, Identity","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Galvanic cell; Galvanic corrosion; Carbon steel; Coupling (piping); Carbon fibers; Corrosion; Polarization (electrochemistry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003124548,0.0001689783,0.0003081531,0.0001134152,0.0002128515,0.00006102173,0.0001328705,0.00005437608,0.0003751706],"category_scores_gemma":[0.0000769035,0.000171509,0.00005542904,0.00003168513,0.0002303943,0.0001347087,0.00003499259,0.0001449184,0.00001177846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008400239,"about_ca_system_score_gemma":0.00004752001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001370471,"about_ca_topic_score_gemma":0.0001988458,"domain_scores_codex":[0.99882,0.00005047057,0.0003097904,0.0002298532,0.0003178201,0.0002720791],"domain_scores_gemma":[0.9992786,0.0001317333,0.0001600969,0.000241936,0.00009515332,0.0000924505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532039,0.0004795306,0.06713108,0.008633669,0.0009347759,0.00008201243,0.05151499,0.0001102533,0.08828595,0.7713757,0.006954642,0.004344176],"study_design_scores_gemma":[0.02420197,0.00313063,0.1271388,0.002345807,0.003157174,0.00001393372,0.01664982,0.003049619,0.2116111,0.03609538,0.5671,0.005505785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488532,0.0002792149,0.00002171405,0.000008678358,0.0003986839,0.000309785,0.000008202789,0.00003687146,0.1500836],"genre_scores_gemma":[0.9909151,0.00002612762,0.00005991325,0.00002803288,0.0001551558,0.00001571477,0.000004911299,0.00002693722,0.008768157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7352803,"threshold_uncertainty_score":0.6993935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206493686309801,"score_gpt":0.226472608905711,"score_spread":0.204407672042613,"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."}}