{"id":"W2376437234","doi":"10.1006/jaer.2001.0701","title":"SE—Structures and Environment","year":2001,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering Research","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Alberta Environment and Protected Areas","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Portland cement; Cement; Corrosion; Materials science; Silica fume; Metallurgy; 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":[0.0003855023,0.000100776,0.0001517684,0.0001178532,0.000042856,0.00005255291,0.000129868,0.0000573971,0.00009850534],"category_scores_gemma":[0.00009093331,0.00006356115,0.00005472217,0.0001740407,0.00002948845,0.0001411365,0.00004348146,0.0004989014,0.000007529133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036468,"about_ca_system_score_gemma":0.000006324291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002837251,"about_ca_topic_score_gemma":5.945114e-7,"domain_scores_codex":[0.9990507,0.00002106793,0.0002277819,0.0000763791,0.0003817725,0.0002422485],"domain_scores_gemma":[0.9995102,0.0001205382,0.00001940222,0.00008496793,0.00008704724,0.0001778103],"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":[0.00003999118,0.00002234684,0.002578577,0.0001757897,0.00007783133,0.0001172039,0.0008803327,0.1987969,0.7730372,0.0004157551,0.00571727,0.01814074],"study_design_scores_gemma":[0.000971776,0.0003539082,0.8909971,0.0001385311,0.00002298045,0.002299003,0.000714209,0.01016685,0.01994819,0.0002431416,0.07365983,0.0004844594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997413,0.0014863,0.0003496443,0.000229785,0.0001726324,0.00006069543,8.9817e-7,0.00003491741,0.00025207],"genre_scores_gemma":[0.9977456,0.001328903,0.0006028626,0.000003201036,0.0002070924,0.000001622869,5.863664e-7,0.000009151914,0.000101036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8884186,"threshold_uncertainty_score":0.2591949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739049753922018,"score_gpt":0.2614768169292258,"score_spread":0.2340863193900056,"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."}}