{"id":"W3150440746","doi":"10.5267/j.ccl.2020.12.001","title":"Ixora coccinea extract as an efficient eco-friendly corrosion inhibitor in acidic media: Experimental and theoretical approach","year":2021,"lang":"en","type":"article","venue":"Current Chemistry Letters","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Corrosion; Adsorption; Electrochemistry; Dielectric spectroscopy; Langmuir adsorption model; Polarization (electrochemistry); Electrochemical noise; Nuclear chemistry; Electrode; Organic chemistry; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002307486,0.0002372298,0.0002316853,0.00003439182,0.0001092022,0.000130447,0.0001465571,0.0001034464,0.001228414],"category_scores_gemma":[0.00007163695,0.0002271183,0.00005978249,0.0001436012,0.0004078151,0.0001606279,0.0001547189,0.0002779408,0.00003054637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260996,"about_ca_system_score_gemma":0.00006153577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002889428,"about_ca_topic_score_gemma":3.471719e-7,"domain_scores_codex":[0.9981697,0.00008493454,0.0003322322,0.000672197,0.0003903396,0.0003506426],"domain_scores_gemma":[0.9992904,0.00004860468,0.0000786689,0.0003113849,0.00004007743,0.0002308455],"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":[0.00005467428,0.0007084421,0.0002928029,0.00005158316,1.73452e-7,0.00004230185,0.0004822552,0.00002190114,0.9977168,0.0001309467,0.0001866922,0.0003113897],"study_design_scores_gemma":[0.0008485898,0.00001431154,0.000140986,0.0001046225,0.00001169013,0.0001068121,0.001037813,0.00081228,0.9965868,0.00001262602,0.00005493904,0.0002685506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976667,0.0004431777,0.0006997245,0.0002265623,0.0006397163,0.0001344926,0.00003277786,0.00006078898,0.00009613234],"genre_scores_gemma":[0.9991819,0.00001327867,0.0002227523,0.00006696525,0.0002120563,0.00004351831,0.0002374355,0.00001976853,0.000002329484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515268,"threshold_uncertainty_score":0.9996846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280205285789172,"score_gpt":0.2713365771365839,"score_spread":0.2585345242786922,"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."}}