{"id":"W4244893179","doi":"10.1007/978-3-662-53120-4_300642","title":"Spherulitic Graphite Cast Iron","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Graphite; Cast iron; Materials science; Metallurgy; 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":[0.00004092821,0.0003525273,0.0002089176,0.0005903617,0.0004257605,0.0004346071,0.0003666269,0.0002480619,0.02004094],"category_scores_gemma":[0.00008005769,0.0001122429,0.0001055596,0.0004366292,0.0002460723,0.0002642152,0.0002915782,0.0004056264,0.00538108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514422,"about_ca_system_score_gemma":0.0002470644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008979894,"about_ca_topic_score_gemma":0.004689225,"domain_scores_codex":[0.9999584,0.000002217305,8.133254e-7,0.000006287569,0.0000280658,0.000004280399],"domain_scores_gemma":[0.9999838,0.000003091653,0.000001130814,0.000003909721,0.000006410556,0.000001731381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001470641,0.00007778827,0.0001682566,0.0008466489,0.000008693445,0.0004546488,0.0002122003,0.001645975,0.07818142,0.1632309,0.1232281,0.6317983],"study_design_scores_gemma":[0.000005896497,0.00006622624,0.0009630863,0.0000984161,0.000004268828,0.0006000067,0.00004446448,0.0008807953,0.02098188,0.01196633,0.9643824,0.000006200952],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01259569,0.007725017,0.01175123,0.0003540717,0.0009518434,0.00004578484,0.0003332066,0.0004860071,0.9657571],"genre_scores_gemma":[0.05292712,0.003111011,0.004555837,0.0001129161,0.0000815281,0.00001081488,0.0002787385,0.000123811,0.9387983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02004094,"threshold_uncertainty_score":0.0670436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404540902499139,"score_gpt":0.2060552887395859,"score_spread":0.1820098797145945,"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."}}