{"id":"W2107780440","doi":"10.1002/maco.200604035","title":"Corrosion resistance of hot‐dipped zinc and zinc alloy coated sheet steels under offshore atmospheric environment","year":2007,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Corrosion; Zinc; Metallurgy; Alloy; Materials science; Coating; Aluminium; Submarine pipeline; Seawater; Salt (chemistry); Composite material; Chemistry; Engineering; Geology","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":[0.0001665076,0.0003038314,0.0002227954,0.0001905123,0.000136105,0.0001834218,0.0002487044,0.0002054415,0.0006989271],"category_scores_gemma":[0.0002773868,0.0001601663,0.0002025877,0.0001328653,0.0001339282,0.00009394161,0.0001336618,0.0001312321,0.0001332411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232972,"about_ca_system_score_gemma":0.0001676865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007191908,"about_ca_topic_score_gemma":0.01167657,"domain_scores_codex":[0.9998311,0.00001859948,0.000009572327,0.00003097565,0.00008151095,0.00002829374],"domain_scores_gemma":[0.9998127,0.00001767278,0.00004514724,0.00001841726,0.00008318265,0.00002292581],"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":[0.0002450886,0.00001231998,0.003803319,0.00004239751,0.00001595859,0.00007157048,0.00006011822,0.0003122986,0.9938722,0.00001440845,0.00002911161,0.001521219],"study_design_scores_gemma":[0.00001375056,0.0008468952,0.03942892,0.000005037597,0.00003552038,0.00009681979,0.0001098746,0.001360065,0.9574468,0.000008996862,0.0006393797,0.000007904345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995531,0.00009831951,0.000145268,0.000004127796,0.000003006053,0.000002861254,0.00003022532,0.000004705768,0.0001583773],"genre_scores_gemma":[0.9986436,0.0001031963,0.0002807038,0.000004579705,0.000001430031,0.000001637988,0.00005593041,0.000002438401,0.0009064059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007191908,"threshold_uncertainty_score":0.01430005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296557047579063,"score_gpt":0.2305982776542565,"score_spread":0.2176327071784659,"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."}}