{"id":"W993135488","doi":"10.1520/stp10880s","title":"Corrosivity Patterns Near Sources of Salt Aerosols","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Environmental science; Salt (chemistry); Environmental chemistry; Atmospheric sciences; Chemistry; Geology","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":[0.00005518318,0.0002020838,0.0001976404,0.0004758505,0.0001429307,0.0003167122,0.0004100054,0.0002529192,0.001940819],"category_scores_gemma":[0.0001277749,0.0002134711,0.0002406119,0.0004367967,0.0001073142,0.0002287669,0.0001829692,0.000130374,0.0006895777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578276,"about_ca_system_score_gemma":0.0000615761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757156,"about_ca_topic_score_gemma":0.004823915,"domain_scores_codex":[0.9999343,0.000005414627,0.000002641114,0.00001677409,0.00003444315,0.0000064749],"domain_scores_gemma":[0.9999208,0.00002029615,0.00001361128,0.000008945532,0.00003015279,0.000006135528],"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":[0.0005255693,0.0002048033,0.1018434,0.0005929621,0.0001232913,0.004047275,0.001793335,0.0862663,0.5196918,0.003707827,0.008210486,0.2729929],"study_design_scores_gemma":[0.00003073213,0.001154135,0.3561078,0.0001360374,0.0001858636,0.006308167,0.001565832,0.13832,0.4435729,0.004954608,0.04752722,0.0001366487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644365,0.001029723,0.009535613,0.000052507,0.0000268801,0.00002624032,0.0003783409,0.0001799953,0.02433414],"genre_scores_gemma":[0.9507775,0.001154505,0.004923403,0.00002361248,0.000009963238,0.00001052996,0.0005890632,0.0000709878,0.04244037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940819,"threshold_uncertainty_score":0.006492674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352068616011301,"score_gpt":0.1924035876614539,"score_spread":0.1788829015013409,"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."}}