{"id":"W2082007101","doi":"10.2355/isijinternational.52.2109","title":"Progress of Strip Casting Technology for Steel; Historical Developments","year":2012,"lang":"en","type":"article","venue":"ISIJ International","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Casting; Engineering; Manufacturing engineering; Metallurgy; Mechanical engineering; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006803289,0.00006053198,0.00008718544,0.00007985108,0.0000143956,0.000004544608,0.000136103,0.00005557053,0.00004250318],"category_scores_gemma":[0.00004253488,0.00005525589,0.00002772823,0.00007147765,0.00001453761,0.00008750383,0.00002610625,0.00005468289,0.000005244166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404984,"about_ca_system_score_gemma":0.000007796869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.146101e-7,"about_ca_topic_score_gemma":6.672424e-7,"domain_scores_codex":[0.99954,0.0000017559,0.0001652432,0.00005620492,0.0001068356,0.0001299883],"domain_scores_gemma":[0.9997925,0.00002544778,0.00003597183,0.00004446193,0.00007303689,0.00002862461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001873611,0.001180709,0.08461128,0.001214013,0.001731648,0.00001361937,0.001135786,0.01376509,0.02073145,0.4049754,0.002678892,0.4677747],"study_design_scores_gemma":[0.001733461,0.00009689249,0.01794558,0.0001366796,0.00004736443,0.00006404383,0.00008950809,0.5342938,0.007629121,0.005126387,0.4321969,0.0006402612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368161,0.001341899,0.2431388,0.0002453035,0.003153547,0.0002435864,0.0000303556,0.0002262975,0.01480411],"genre_scores_gemma":[0.9902002,0.000007795526,0.009466321,0.000004682654,0.0001046547,0.00002507661,0.00001036891,0.00001185068,0.0001690288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205287,"threshold_uncertainty_score":0.225327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859816350991506,"score_gpt":0.2504372320539794,"score_spread":0.2318390685440644,"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."}}