{"id":"W2062143124","doi":"10.1179/026708301101511040","title":"Ultrahigh strength hot rolled microalloyed steels: microstructural aspects of development","year":2001,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Metallurgy; Bainite; Toughness; Microstructure; Microalloyed steel; Ferrite (magnet); Alloy; Brittleness; Composite material; Austenite","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":[0.0001881792,0.0002494167,0.0001208804,0.0002536488,0.0001533767,0.0002153895,0.0003208444,0.0002143679,0.0007652063],"category_scores_gemma":[0.0001459428,0.0002316431,0.00008982149,0.0001137098,0.0002840894,0.0002970058,0.0001832781,0.0002165887,0.0002333015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263234,"about_ca_system_score_gemma":0.0002147507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006125914,"about_ca_topic_score_gemma":0.00214487,"domain_scores_codex":[0.9998517,0.0000154406,0.000008073122,0.00002218232,0.00008337509,0.00001907428],"domain_scores_gemma":[0.9998531,0.00001718339,0.00004097703,0.00001607492,0.00005117641,0.00002139662],"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":[0.00001992217,0.000006231487,0.0004375173,0.00003762296,0.000002210254,0.00006447289,0.00002929442,0.000293162,0.9942448,0.000703401,0.00003562977,0.004125758],"study_design_scores_gemma":[0.000009478945,0.0002269222,0.01018365,0.000004691366,0.000009319332,0.0004738623,0.00002571771,0.002178204,0.9804677,0.0003064953,0.00610657,0.000007282266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993244,0.003523631,0.08843321,0.0001059086,0.0000320109,0.00006640149,0.0002463705,0.000405671,0.00786235],"genre_scores_gemma":[0.9633473,0.0006800795,0.03111756,0.00001412417,0.00001094118,0.00001970429,0.0001912584,0.00002743589,0.004591695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007652063,"threshold_uncertainty_score":0.002559841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006498066872631846,"score_gpt":0.1920970403819953,"score_spread":0.1855989735093634,"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."}}