{"id":"W2600110263","doi":"10.2172/793996","title":"ENVIRONMENTAL BENIGN MITIGATION OF MICROBIOLOGICALLY INFLUENCED CORROSION (MIC)","year":2002,"lang":"en","type":"report","venue":"","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Dependability; Quarter (Canadian coin); Environmental science; Engineering; Corrosion; Biochemical engineering; Environmental engineering; Geography; Mechanical engineering; Metallurgy; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005480426,0.0005399536,0.0004606533,0.0004157737,0.0002580891,0.0004114304,0.0003666521,0.000357691,0.001708992],"category_scores_gemma":[0.0004548897,0.0001178567,0.0003727503,0.0001858681,0.0002120521,0.0002188144,0.0003215024,0.0003046307,0.000283075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920247,"about_ca_system_score_gemma":0.0005739034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007051764,"about_ca_topic_score_gemma":0.001676145,"domain_scores_codex":[0.9992353,0.0001628986,0.00003249429,0.00005221324,0.0004272373,0.00008982242],"domain_scores_gemma":[0.9995471,0.00004023457,0.0001219828,0.00002542805,0.0002157673,0.00004942183],"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":[0.0003131113,0.0003266638,0.004009291,0.0006516565,0.00005085995,0.0001109248,0.00003740416,0.001271547,0.9283525,0.0005447203,0.0006360612,0.06369535],"study_design_scores_gemma":[0.00001490363,0.001894492,0.004429536,0.00001451056,0.00003902306,0.0001151816,0.0000217418,0.0005592723,0.9855138,0.00006429877,0.007328942,0.000004277305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9377483,0.01183528,0.02723413,0.00055732,0.0001381685,0.0004060417,0.0004558043,0.0002928146,0.02133208],"genre_scores_gemma":[0.9739326,0.003622422,0.01612103,0.00009262183,0.00004014649,0.00007448813,0.0003587535,0.00002933884,0.005728597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001708992,"threshold_uncertainty_score":0.005717099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697789826947076,"score_gpt":0.2293553338886464,"score_spread":0.2123774356191756,"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."}}