{"id":"W3111890426","doi":"10.37628/ijra.v3i2.572","title":"Study on High Temperature Corrosion Cast and Wrought Steel","year":2017,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Corrosion; Carbon steel; Metallurgy; Carbon fibers; High carbon; Oxide; Layer (electronics); Morphology (biology); 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":[0.00009899807,0.000191548,0.0002055109,0.0003984611,0.0002542873,0.0001679641,0.0002261478,0.0002739188,0.001426193],"category_scores_gemma":[0.0002322477,0.0001385274,0.0002300138,0.0002181896,0.0001995064,0.0001646043,0.0001227213,0.0002959498,0.0002500148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825589,"about_ca_system_score_gemma":0.0001494238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002457703,"about_ca_topic_score_gemma":0.005692818,"domain_scores_codex":[0.9997666,0.000008817099,0.00000748077,0.000031224,0.0001617954,0.00002396565],"domain_scores_gemma":[0.999786,0.00001580256,0.00002880053,0.00001963902,0.0001325795,0.00001718971],"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":[0.00003948728,0.00001565494,0.0008397679,0.000104023,0.000006341585,0.0001780616,0.00008640523,0.0001508694,0.995471,0.00008933705,0.00007793996,0.002941227],"study_design_scores_gemma":[0.00000882424,0.000735311,0.03820728,0.00001732714,0.00003462466,0.000930727,0.0002510197,0.001412782,0.9524757,0.00006362451,0.00584908,0.00001364941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922045,0.0009698982,0.002426035,0.00004040873,0.0000477642,0.00001813758,0.0001152012,0.00003776452,0.004140228],"genre_scores_gemma":[0.9904117,0.0004769788,0.002317552,0.00001890174,0.00001231595,0.000005607907,0.0002474895,0.00002189353,0.00648762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002457703,"threshold_uncertainty_score":0.004886746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771519882767716,"score_gpt":0.2905688437640688,"score_spread":0.2628536449363917,"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."}}