{"id":"W3174576252","doi":"10.53063/synsint.2021.1233","title":"The effect of synthesized Cu2O on the microbial corrosion inhibition of urban sewer systems","year":2021,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbidity; Bacterial growth; Corrosion; Nuclear chemistry; Chemistry; Bacteria; Antibacterial activity; Oxide; Metallurgy; Environmental chemistry; Materials science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001234362,0.0003701351,0.0001919173,0.0002097411,0.0001179569,0.0002048793,0.0002101669,0.000280941,0.0004205584],"category_scores_gemma":[0.0001944527,0.0001671512,0.0001703069,0.0001312745,0.0001389035,0.0001212953,0.0001274683,0.0001678639,0.00009143163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034714,"about_ca_system_score_gemma":0.0001605868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307296,"about_ca_topic_score_gemma":0.003223376,"domain_scores_codex":[0.9999005,0.00001467438,0.00001284895,0.00002219136,0.00002682987,0.00002301361],"domain_scores_gemma":[0.9999256,0.000008125596,0.0000233662,0.000006148403,0.00002257465,0.00001425105],"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":[0.0001306053,0.00002141216,0.0001343424,0.0001030633,0.000006450414,0.00003740114,0.00002078979,0.0003068879,0.9979692,0.00002899318,0.00002146469,0.001219467],"study_design_scores_gemma":[0.000005402086,0.0001518089,0.0008561427,0.00000358046,0.00000944575,0.00001522452,0.00001412918,0.0006968513,0.9978249,0.000005635701,0.0004142546,0.000002773338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980571,0.0005813237,0.0006897813,0.00001571229,0.00001137254,0.00001000008,0.00005407346,0.0000357327,0.0005449359],"genre_scores_gemma":[0.997973,0.000290109,0.001191762,0.00001126684,0.000003311332,0.00001129159,0.00005432786,0.000006793713,0.0004581932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307296,"threshold_uncertainty_score":0.002599418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039932943667789,"score_gpt":0.2209562382664666,"score_spread":0.2105569088297887,"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."}}