{"id":"W2606892396","doi":"10.5006/c2013-02233","title":"Development, Evaluation, and Field Performance of Combined Corrosion Inhibitor","year":2013,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red Deer Polytechnic; BitCan (Canada)","funders":"","keywords":"Corrosion; Corrosion inhibitor; Materials science; Field (mathematics); Metallurgy; Computer science","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":[0.0003157128,0.0005292656,0.0003427836,0.0002602497,0.0001233298,0.0003248881,0.0004546878,0.0003332022,0.0005696442],"category_scores_gemma":[0.0002790185,0.0001491065,0.0002177715,0.000207331,0.0001225632,0.0001793644,0.0001798084,0.0003166575,0.000199995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409555,"about_ca_system_score_gemma":0.0003203316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005891,"about_ca_topic_score_gemma":0.002853404,"domain_scores_codex":[0.999724,0.00003435607,0.00001686144,0.00005559702,0.0001388416,0.00003039706],"domain_scores_gemma":[0.9997009,0.00002032484,0.0000713877,0.00002236308,0.0001331177,0.0000518814],"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":[0.00007040247,0.00007118685,0.0002130009,0.00003859643,0.000007658703,0.00001021647,0.000004678186,0.0001098325,0.9979032,0.00001222119,0.0000233666,0.001535698],"study_design_scores_gemma":[0.000007822176,0.0009290912,0.001078323,0.000002742605,0.00001923219,0.00003719898,0.000004732095,0.0005811696,0.9964094,0.000001816382,0.0009255926,0.000002897047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945549,0.001226834,0.003091684,0.00002535359,0.00001424641,0.00006673012,0.0001624985,0.00006648238,0.0007912693],"genre_scores_gemma":[0.9886041,0.0009064376,0.006980098,0.00001881868,0.000008459022,0.00005800119,0.0004593077,0.00002368512,0.002941076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002005891,"threshold_uncertainty_score":0.003988385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146162788174558,"score_gpt":0.2606490495040762,"score_spread":0.2391874216223306,"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."}}