{"id":"W1976041846","doi":"10.1070/rc2012v081n12abeh004292","title":"Physicochemical aspects of inhibition of acid corrosion of metals by unsaturated organic compounds","year":2012,"lang":"en","type":"article","venue":"Russian Chemical Reviews","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Chemistry; Corrosion; Metal; Organic acid; Mineral acid; Environmental chemistry; Inorganic chemistry; Organic chemistry; Aqueous solution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001577368,0.0006870325,0.0003498162,0.0004657564,0.0001761501,0.0002765531,0.0004148036,0.0003299822,0.001214035],"category_scores_gemma":[0.0001572409,0.0002029676,0.0003354468,0.0004378736,0.0002267094,0.0002976308,0.0001550711,0.0004609413,0.000464975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722221,"about_ca_system_score_gemma":0.0002572087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007425708,"about_ca_topic_score_gemma":0.0007275125,"domain_scores_codex":[0.9998739,0.00003093762,0.00001002092,0.00002032025,0.00004609485,0.0000186515],"domain_scores_gemma":[0.9999275,0.00002567825,0.00002148942,0.000003139863,0.00001623983,0.000005995428],"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":[0.0002765922,0.00008645336,0.0004502676,0.00327468,0.00005755368,0.0004887315,0.00008423944,0.001033484,0.9513264,0.00315244,0.0007276393,0.03904155],"study_design_scores_gemma":[0.00002718706,0.00178351,0.01043556,0.0002006021,0.0001670177,0.002130733,0.00009267306,0.001062078,0.9251246,0.00194658,0.05697694,0.00005250128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2255335,0.7397733,0.01113224,0.0005264434,0.0003899958,0.0000660988,0.0004460259,0.00006164782,0.02207064],"genre_scores_gemma":[0.5224624,0.4554036,0.004448065,0.0002814018,0.0003907932,0.00009826877,0.0008368003,0.00002214395,0.01605659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001214035,"threshold_uncertainty_score":0.004061341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323457084229028,"score_gpt":0.2762444727759983,"score_spread":0.253009901933708,"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."}}