{"id":"W4416064286","doi":"10.1051/matecconf/202541603004","title":"Advancements in static screen technology for enhanced coal processing applications","year":2025,"lang":"fr","type":"article","venue":"MATEC Web of Conferences","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Sizing; Coal; Wedge (geometry); Field (mathematics); Screen printing; Enhanced Data Rates for GSM Evolution","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":[0.00009787772,0.000158775,0.0003254343,0.0003385483,0.00004830606,0.00003223104,0.0002221272,0.0001523568,0.00004516774],"category_scores_gemma":[0.00001822279,0.0001801601,0.00003271082,0.0005316604,0.0001607904,0.00009980272,0.00004238081,0.0001179761,0.000005863749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006390069,"about_ca_system_score_gemma":0.0005459842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172516,"about_ca_topic_score_gemma":0.0006365722,"domain_scores_codex":[0.9989913,0.000009883971,0.0004389104,0.0002021955,0.00007805222,0.0002796445],"domain_scores_gemma":[0.999555,0.00005686207,0.00008643397,0.0001598195,0.0001170848,0.00002479749],"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":[0.00005640272,0.0002294025,0.01081984,0.003476797,0.00009773859,0.000001020984,0.0001952366,0.01156762,0.02513189,0.4503437,0.0001980373,0.4978823],"study_design_scores_gemma":[0.00258151,0.0002388434,0.003394701,0.002679238,0.0001502491,0.000001252903,0.002176101,0.6795343,0.06232709,0.108244,0.1380027,0.0006701067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1295465,0.008977544,0.8428263,0.001080995,0.0003292051,0.001188738,0.0002122403,0.0001088732,0.01572958],"genre_scores_gemma":[0.9866238,0.0006417054,0.01126499,0.00001640361,0.00001630865,0.0003936253,0.00002968651,0.00001253226,0.00100095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8570773,"threshold_uncertainty_score":0.7346715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257741418333495,"score_gpt":0.2760031886945974,"score_spread":0.2677454472762639,"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."}}