{"id":"W2077090834","doi":"10.1016/s0924-0136(01)01225-0","title":"Preparation and corrosion behavior of nanocrystalline iron gradient materials produced by powder processing","year":2002,"lang":"en","type":"article","venue":"Journal of Materials Processing Technology","topic":"Advanced materials and composites","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Nanocrystalline material; Materials science; Corrosion; Microcrystalline; Nanocomposite; Metallurgy; Sulfuric acid; Fabrication; Iron powder; Composite material; Nanotechnology; Chemistry","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":[0.0001590477,0.0001618877,0.0002439263,0.0001946054,0.0001505856,0.0001634722,0.0002519476,0.0001993473,0.0006895537],"category_scores_gemma":[0.0002935838,0.0001404567,0.0001382779,0.0001476548,0.00013462,0.0001732959,0.00008835295,0.0003251047,0.0002058044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209497,"about_ca_system_score_gemma":0.0001211059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060031,"about_ca_topic_score_gemma":0.001768647,"domain_scores_codex":[0.9998921,0.000008959806,0.000008893218,0.00002348035,0.0000411545,0.00002532131],"domain_scores_gemma":[0.999876,0.00002375604,0.00003012784,0.00001942007,0.0000379707,0.00001255479],"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":[0.0001461683,0.00001895981,0.0001686959,0.0000323643,0.00000302163,0.00003021524,0.00001892951,0.00007817695,0.9981989,0.00003824267,0.00004531712,0.001221023],"study_design_scores_gemma":[0.000006882893,0.00009786301,0.001250321,0.000001533507,0.000003979188,0.00003605432,0.000006871454,0.0004559217,0.9978644,0.000007031127,0.0002673374,0.00000181017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977508,0.0002782666,0.001150548,0.00002595684,0.00001080523,0.00001150756,0.0001242362,0.00003278052,0.0006150461],"genre_scores_gemma":[0.9961927,0.0001515032,0.002272996,0.00001274575,0.000004990257,0.000007460792,0.0002699619,0.00002783778,0.001059901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001060031,"threshold_uncertainty_score":0.002306819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007554958862311677,"score_gpt":0.2333036758963227,"score_spread":0.225748717034011,"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."}}