{"id":"W156290420","doi":"10.5006/c2007-07630","title":"Some Natural Products as Green Corrosion Inhibitors","year":2007,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Natural (archaeology); Materials science; Metallurgy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00009569721,0.0003229749,0.0001808949,0.0005952448,0.0001823642,0.0002089149,0.0001446985,0.0002269055,0.001544668],"category_scores_gemma":[0.0001037376,0.0001044477,0.0002469372,0.0002531018,0.0001370752,0.0001979149,0.0001949666,0.0003698845,0.0003347998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539332,"about_ca_system_score_gemma":0.0001846768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007529556,"about_ca_topic_score_gemma":0.001625826,"domain_scores_codex":[0.9999077,0.0000165754,0.000006053833,0.00001490811,0.00004342992,0.00001127778],"domain_scores_gemma":[0.9999133,0.00001386799,0.00002195709,0.000005682532,0.00003198906,0.00001326816],"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":[0.00009799783,0.00007346,0.0002802705,0.0009051523,0.00001656381,0.0001826937,0.00004253015,0.0003596393,0.9801093,0.0005471972,0.0003626316,0.01702238],"study_design_scores_gemma":[0.00001537519,0.001146489,0.002478575,0.0001053644,0.00005074943,0.0004395844,0.00005868964,0.0004771457,0.9613777,0.0001980709,0.03363877,0.0000134567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982098,0.05954738,0.01352155,0.0006144843,0.0002374657,0.0002438869,0.001496805,0.0001863673,0.02594232],"genre_scores_gemma":[0.9681734,0.01189614,0.008498116,0.0002620148,0.00004315485,0.00006669297,0.0005011319,0.0000241604,0.01053505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001544668,"threshold_uncertainty_score":0.005167365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134767121825997,"score_gpt":0.2625166944274523,"score_spread":0.2490399822448526,"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."}}