{"id":"W2943034547","doi":"10.5539/jmsr.v8n2p36","title":"Microstructural Characterization of Antimony Modified Carbidic Austempered Ductile Iron","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Science Research","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Pearlite; Metallurgy; Carbide; Eutectic system; Austenite; Antimony; Austempering; Graphite; Scanning electron microscope; Cast iron; Microstructure; Bainite; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008336175,0.0001406088,0.0001190433,0.0005369787,0.000179496,0.0001990795,0.0001869434,0.0002510383,0.0008697701],"category_scores_gemma":[0.0001212096,0.000117608,0.0001322003,0.0001841082,0.0001690633,0.0001297037,0.00009904074,0.0002069719,0.0001333396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166936,"about_ca_system_score_gemma":0.0000833337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378483,"about_ca_topic_score_gemma":0.005203668,"domain_scores_codex":[0.9998879,0.000005567461,0.000005272997,0.00002065543,0.0000666086,0.00001393186],"domain_scores_gemma":[0.9999015,0.00001162437,0.00002373701,0.000008160252,0.00004345978,0.00001146431],"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":[0.00002501199,0.000003213767,0.0006745816,0.00003586511,0.000002611594,0.0001231595,0.00002458357,0.00008958307,0.9977033,0.00002258828,0.00001369471,0.001281919],"study_design_scores_gemma":[0.000006308786,0.000235792,0.06626289,0.00001556,0.00002118325,0.0008905703,0.0001496009,0.00134083,0.9274215,0.00004246052,0.003604427,0.000008882716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952537,0.0004820807,0.00236017,0.00002376856,0.000006451146,0.00001814553,0.0001714293,0.00003918111,0.001645103],"genre_scores_gemma":[0.9938318,0.0002117832,0.003186448,0.00001897387,0.000003246547,0.000009338102,0.0003025293,0.0000176119,0.002418446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001378483,"threshold_uncertainty_score":0.00290972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575622905781404,"score_gpt":0.3401811841208215,"score_spread":0.2744249550630075,"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."}}