{"id":"W2795655525","doi":"10.1016/j.surfcoat.2018.03.099","title":"Effect of pack-chromizing temperature on microstructure and performance of AISI 5140 steel with Cr-coatings","year":2018,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"FP7 International Cooperation; China Scholarship Council; National Natural Science Foundation of China","keywords":"Materials science; Microstructure; Coating; Electron backscatter diffraction; Pearlite; Metallurgy; Alloy; Substrate (aquarium); Scanning electron microscope; Composite material","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":[0.0002912345,0.0002005428,0.0002774262,0.0002248014,0.0002675433,0.000328929,0.0003433059,0.000349085,0.001915001],"category_scores_gemma":[0.0006152889,0.000282498,0.0002702559,0.0002638932,0.000264352,0.0003072775,0.0001473497,0.0002597205,0.0002978332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004600993,"about_ca_system_score_gemma":0.0003171482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317004,"about_ca_topic_score_gemma":0.007046985,"domain_scores_codex":[0.9997485,0.00002107827,0.00001788574,0.00004999045,0.00008377838,0.00007872434],"domain_scores_gemma":[0.9995477,0.0001019412,0.00008438959,0.0000504651,0.0001567417,0.00005889468],"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":[0.001026628,0.00004955023,0.001746064,0.00006729763,0.00002097407,0.000120156,0.00009610246,0.0006277063,0.9936713,0.00005112708,0.0001164013,0.002406689],"study_design_scores_gemma":[0.00001714493,0.0007031752,0.01869356,0.000003802636,0.00003261776,0.00007311882,0.00008134598,0.001300348,0.978566,0.00001302103,0.0005038792,0.00001206649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990894,0.0002239537,0.0001895096,0.00001158758,0.00001068791,0.000004223977,0.00005014306,0.0000237663,0.0003967511],"genre_scores_gemma":[0.9989697,0.00008015547,0.0001877292,0.00001100531,0.000004521053,0.000002144904,0.00006803855,0.00001388505,0.0006628407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003317004,"threshold_uncertainty_score":0.006595373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004689119848806374,"score_gpt":0.2139656822774111,"score_spread":0.2092765624286047,"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."}}