{"id":"W2126210969","doi":"10.5006/1.3277569","title":"Determination of Corrosion Rates in Hot, Concentrated Sulfuric Acid","year":2003,"lang":"en","type":"article","venue":"CORROSION","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sulfuric acid; Corrosion; Metallurgy; Materials science; Ion; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007893223,0.0007277015,0.0004969515,0.0009106884,0.0003662015,0.0004028917,0.0006687756,0.0004583677,0.001375393],"category_scores_gemma":[0.001438321,0.0003690436,0.0003111541,0.0008574921,0.0002907831,0.0004416546,0.0002337132,0.0008918258,0.0006798173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004694886,"about_ca_system_score_gemma":0.000367919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005162316,"about_ca_topic_score_gemma":0.007540205,"domain_scores_codex":[0.9990115,0.0001669295,0.00008251883,0.0001635318,0.0004634311,0.0001121258],"domain_scores_gemma":[0.9987698,0.0002220436,0.0001690921,0.0001143114,0.0006096463,0.000115158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009143031,0.00003592715,0.0005327189,0.00005445685,0.00001379296,0.00002238042,0.0001226243,0.0002369917,0.996758,0.00005886185,0.00006274398,0.002010141],"study_design_scores_gemma":[0.000005799102,0.0003112718,0.003072943,0.000008799369,0.00002007637,0.00003993957,0.00004576964,0.0009132086,0.9949398,0.00002441795,0.0006101502,0.000007818592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979956,0.001746077,0.01388877,0.0000461406,0.00004373536,0.0001187049,0.0007483701,0.0002196608,0.003232501],"genre_scores_gemma":[0.9654124,0.003417628,0.01834832,0.00003544738,0.00003875999,0.0001484037,0.002217696,0.0001269482,0.01025438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005162316,"threshold_uncertainty_score":0.01026458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323058569795584,"score_gpt":0.2353697467192532,"score_spread":0.2221391610212974,"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."}}