{"id":"W4395019479","doi":"10.31857/s0015323022100345","title":"Comparative Сharacteristics of the Structureand Functional Properties of Coatings Formed on Aluminum Alloys 2ххх and 7ххх Series by the Method of Plasma Electrolytic Oxidation","year":2023,"lang":"en","type":"article","venue":"Физика металлов и металловедение","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smarter Alloys (Canada)","funders":"","keywords":"Aluminium; Materials science; Series (stratigraphy); Metallurgy; Electrolyte; Plasma electrolytic oxidation; Plasma; Chemical engineering; Physical chemistry; Chemistry; Physics; Engineering","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":[0.0001712171,0.0002808422,0.0001749527,0.0005080381,0.000179168,0.0003508216,0.0002792631,0.0003051315,0.001110618],"category_scores_gemma":[0.0002853035,0.000247326,0.0002304623,0.0003113134,0.000172806,0.0001844533,0.0001358708,0.0001812938,0.0002209667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816338,"about_ca_system_score_gemma":0.00009578111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008562285,"about_ca_topic_score_gemma":0.001758461,"domain_scores_codex":[0.9997957,0.00001431538,0.000009413655,0.00002763072,0.000118602,0.00003433636],"domain_scores_gemma":[0.9998485,0.00002476606,0.00003919561,0.00001526436,0.00005547137,0.00001678613],"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":[0.00003481611,0.000006537487,0.0003679758,0.00003033537,0.000005218336,0.00005835385,0.00004128613,0.00007009484,0.9973068,0.00004882738,0.00002114689,0.002008596],"study_design_scores_gemma":[0.000004421236,0.0001552226,0.01585177,0.000004419027,0.00001965201,0.0001650332,0.0000528255,0.0008395707,0.98149,0.00002083204,0.001389065,0.000007149719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946992,0.00127001,0.001375936,0.00001225144,0.0000141943,0.00001069446,0.0001307593,0.00003227979,0.002454648],"genre_scores_gemma":[0.9954131,0.0005890102,0.001788637,0.000008255777,0.000003768246,0.00001406723,0.0002440203,0.0000205947,0.001918532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001110618,"threshold_uncertainty_score":0.003715396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035607935564489,"score_gpt":0.2581209327958823,"score_spread":0.2225129972313933,"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."}}