{"id":"W2766771275","doi":"10.4043/28163-ms","title":"Investigation of Electroless Nickel-Phosphorus Coating as an Alternative to Corrosion/Fouling Resistant Alloys in Downhole Service","year":2017,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Corrosion; Fouling; Inconel; Coating; Metallurgy; Materials science; Carbon steel; Carbon fibers; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175968,0.0001912808,0.0003191754,0.000107387,0.0003706916,0.0002050819,0.0009096699,0.00008773403,0.000261818],"category_scores_gemma":[0.0002237912,0.0001891202,0.00003840257,0.0001804615,0.00008806055,0.0004960722,0.0002487066,0.0001402857,0.000195808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750193,"about_ca_system_score_gemma":0.0001067945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595099,"about_ca_topic_score_gemma":0.001665448,"domain_scores_codex":[0.9979407,0.0001662311,0.0005264032,0.0004794879,0.000519966,0.0003672508],"domain_scores_gemma":[0.998398,0.00005634145,0.0004617265,0.0007309226,0.0001789342,0.0001740705],"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":[0.000105949,0.00004081046,0.02892482,0.00001586435,0.000001064878,0.000009866092,0.00100011,0.0001433002,0.968794,0.0004592724,0.0000501701,0.0004547308],"study_design_scores_gemma":[0.0005248019,0.0002013854,0.01750674,0.0002041262,0.00001752433,0.000002494981,0.0004133899,0.0004930125,0.9796627,0.0006505252,0.00009675948,0.0002265749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980511,0.00003880899,0.0001678347,0.0002523119,0.0003579124,0.0003276457,0.00002306001,0.0000373985,0.0007439076],"genre_scores_gemma":[0.9968289,0.000009769209,0.002257714,0.0004690881,0.00005796518,0.00005322643,0.00001609764,0.00002641548,0.0002808016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141808,"threshold_uncertainty_score":0.7712098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03871442432839046,"score_gpt":0.3118951650206935,"score_spread":0.2731807406923031,"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."}}