{"id":"W2470899505","doi":"10.11279/jfes.73.219","title":"Growth Mechanism of Decarburized Layer in Spheroidal Cast Iron","year":2001,"lang":"en","type":"article","venue":"Journal of Japan Foundry Engineering Society","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Cast iron; Mechanism (biology); Layer (electronics); Materials science; Metallurgy; Composite material; Physics","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":[0.00004205327,0.0001497341,0.0001464542,0.0002077743,0.0003201334,0.0001947249,0.0002682106,0.0002106963,0.0009688977],"category_scores_gemma":[0.00008419107,0.00014949,0.0001097005,0.00006839312,0.0001635105,0.0001681826,0.000109168,0.0001657411,0.00017974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937739,"about_ca_system_score_gemma":0.0001891993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003876702,"about_ca_topic_score_gemma":0.004100916,"domain_scores_codex":[0.9999708,0.000001594534,9.097119e-7,0.000006963057,0.000009852964,0.000009772652],"domain_scores_gemma":[0.9999567,0.000006938234,0.00001096586,0.000006541507,0.00001025264,0.000008553795],"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":[0.0001151968,0.00001506196,0.0005597248,0.00005525742,0.000003802076,0.0001813735,0.00009653687,0.001440183,0.9936005,0.001991192,0.000209935,0.001731223],"study_design_scores_gemma":[0.00002346242,0.0001081778,0.007573811,0.000009007334,0.000009761846,0.0001953975,0.0001142857,0.02623712,0.9623826,0.0003620895,0.002973712,0.00001050386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946699,0.0003740133,0.001464235,0.00003512727,0.0000137017,0.000009971471,0.00005888077,0.00005759507,0.003316676],"genre_scores_gemma":[0.9973949,0.00007489994,0.0009062085,0.000005519376,0.000001442949,0.000002812059,0.00004094194,0.000006799322,0.001566502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003876702,"threshold_uncertainty_score":0.007708311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008532158397777658,"score_gpt":0.1924482720380457,"score_spread":0.183916113640268,"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."}}