{"id":"W2473370008","doi":"10.1002/srin.200606467","title":"Phase Composition of Oxide Scales during Reheating in Hot Rolling of Low Carbon Steel","year":2006,"lang":"en","type":"article","venue":"steel research international","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Magnetite; Wüstite; Hematite; Oxide; Materials science; Metallurgy; Iron oxide; Oxygen; Carbon fibers; Carbon dioxide; Analytical Chemistry (journal); Carbon steel; Mineralogy; Phase (matter); Chemistry; Composite material; Environmental chemistry; Corrosion","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":[0.000635681,0.0001158197,0.0001932928,0.0006337816,0.00004113977,0.00003087988,0.0002629859,0.00008559475,0.00002056299],"category_scores_gemma":[0.000100427,0.0001293898,0.00005275283,0.0003698268,0.00009177474,0.0001305432,0.00006542163,0.0004269952,0.00000202064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930192,"about_ca_system_score_gemma":0.00003395989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002745137,"about_ca_topic_score_gemma":0.0002239262,"domain_scores_codex":[0.9980649,0.00008922931,0.0005150556,0.0001849297,0.0008544388,0.0002914194],"domain_scores_gemma":[0.9992216,0.0001926956,0.00006202793,0.000164453,0.0003163665,0.00004289325],"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":[0.00009581826,0.0001903704,0.01010076,0.0001397511,0.00001390651,0.00001876056,0.0001729936,0.04559806,0.9431919,0.0003808726,0.00001716425,0.00007966338],"study_design_scores_gemma":[0.001579007,0.00006675792,0.06219818,0.0006333127,0.000002670424,0.000005066569,0.0001089679,0.02172697,0.9135087,0.00004152075,0.0000120781,0.0001167509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979213,0.00007869879,0.00006819071,0.00002289633,0.000161499,0.0001878345,0.00004117747,0.00004953874,0.001468882],"genre_scores_gemma":[0.9987435,0.00001057704,0.0009127806,6.32522e-7,0.0001261412,0.00002680226,0.00005061001,0.00002931649,0.00009958195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209742,"threshold_uncertainty_score":0.5276361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391351849150149,"score_gpt":0.3362993090933157,"score_spread":0.3123857906018142,"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."}}