{"id":"W2523624995","doi":"10.5006/c2015-05690","title":"A Highly Sensitive Amperometric Sensor for Monitoring Sulfide and Microbiologically Influenced Corrosion","year":2015,"lang":"en","type":"article","venue":"","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Amperometry; Corrosion; Sulfide; Corrosion monitoring; Materials science; Hydrogen sulfide; Metallurgy; Electrochemistry; Chemistry; Electrode; Sulfur","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":[0.0007113832,0.0007357745,0.0005706509,0.0005722016,0.0002601234,0.0003433126,0.0008949289,0.001257769,0.0005851121],"category_scores_gemma":[0.0007492569,0.0002703603,0.0002685282,0.0004234792,0.0003662027,0.000547155,0.0003994459,0.0008014094,0.0004517242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989706,"about_ca_system_score_gemma":0.0003543549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737937,"about_ca_topic_score_gemma":0.0002864608,"domain_scores_codex":[0.9991929,0.0001623236,0.0000446307,0.0001837516,0.000365626,0.00005074433],"domain_scores_gemma":[0.9996446,0.0001046683,0.00005715189,0.00002780438,0.0001163891,0.00004930119],"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":[0.00002046452,0.0000249072,0.00009087316,0.0000673316,0.000004169857,0.00004043084,0.00001227187,0.00005535889,0.996582,0.00008815411,0.00009931131,0.002914879],"study_design_scores_gemma":[0.000009763785,0.0002831188,0.0006141085,0.000006294025,0.000009949961,0.0003100967,0.00001547594,0.00498781,0.9915166,0.00008418727,0.002151563,0.00001099621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6199144,0.00963044,0.3594766,0.0009343315,0.001304938,0.0006008489,0.001061737,0.002434375,0.00464227],"genre_scores_gemma":[0.7927596,0.002180902,0.1989601,0.000514983,0.0001694324,0.000322914,0.000540105,0.00003322761,0.004518677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001257769,"threshold_uncertainty_score":0.003762186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711282421167041,"score_gpt":0.2542405728985979,"score_spread":0.2271277486869275,"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."}}