{"id":"W2320027285","doi":"10.1515/htmp-2012-0042","title":"Comparison of the Electronic Conduction Mechanism in MnO <sub>x</sub> -CaO-SiO <sub>2</sub> and FeO <sub>x</sub> -CaO-SiO <sub>2</sub> Slag Systems","year":2012,"lang":"en","type":"article","venue":"High Temperature Materials and Processes","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Slag (welding); Materials science; Ionic bonding; Metallurgy; Thermal conduction; Mineralogy; Composite material; Ion; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001057282,0.001157177,0.00177234,0.0003015533,0.0005221216,0.000600266,0.0005110892,0.001010635,0.00001837653],"category_scores_gemma":[0.0001610157,0.0008854504,0.0001533604,0.0009783452,0.0002246555,0.0009696783,0.0002519138,0.0009193035,0.00002836376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834554,"about_ca_system_score_gemma":0.0001966568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003927742,"about_ca_topic_score_gemma":0.0001867427,"domain_scores_codex":[0.9950117,0.0003427216,0.001496147,0.0009457241,0.0007390109,0.001464696],"domain_scores_gemma":[0.997817,0.0002200477,0.0005914483,0.00065888,0.0003842164,0.0003284012],"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":[0.0001836509,0.0002013919,0.00007908285,0.004857599,0.0001741984,0.000006846355,0.0006374131,0.0009207841,0.986192,0.005967126,0.0001315068,0.0006484399],"study_design_scores_gemma":[0.001153838,0.0002235813,0.000901881,0.0008205357,0.0002450951,0.0001315341,0.0003287832,0.001296959,0.9913381,0.002225321,0.0002985995,0.001035779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816647,0.01374426,0.0003156007,0.00009703241,0.002319622,0.00127493,0.0001860815,0.0003174549,0.00008036903],"genre_scores_gemma":[0.988748,0.009684937,0.00002635824,0.00008297399,0.0007783599,0.0002662293,0.0001746247,0.0002309261,0.000007664711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00708328,"threshold_uncertainty_score":0.9993596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008017255011756373,"score_gpt":0.2080683318334214,"score_spread":0.200051076821665,"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."}}