{"id":"W2027803066","doi":"10.1016/j.applthermaleng.2013.12.040","title":"Optimal synthesis of energy supply systems for remote open pit mines","year":2014,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"De Beers (Canada); Laurentian University","funders":"","keywords":"Energy supply; Production (economics); Integer programming; Grid; Energy (signal processing); Engineering; Process engineering; Computer science; Mathematical optimization; Environmental economics; Operations research; Mathematics; Economics","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":[0.0002503447,0.0002764256,0.0004394109,0.0001421754,0.0000355415,0.00006789286,0.0004447601,0.0001628118,0.00001178952],"category_scores_gemma":[0.00004246714,0.0002785983,0.00006871446,0.0001830848,0.00001371969,0.0001247214,0.00005097719,0.00006704416,0.000004089517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006192941,"about_ca_system_score_gemma":0.00001054609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932613,"about_ca_topic_score_gemma":0.000004920299,"domain_scores_codex":[0.9988783,0.00001322477,0.0004260037,0.0002150517,0.0001296919,0.0003377134],"domain_scores_gemma":[0.999258,0.000197797,0.00007064702,0.0003343759,0.00006821777,0.00007093487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001809526,0.000005945159,0.000001661406,0.0002133464,0.00009193781,3.267266e-7,0.00003773707,0.9066261,0.06731123,0.02298689,0.0001384801,0.002568274],"study_design_scores_gemma":[0.0002747132,0.0000185581,0.00001535846,0.0001290112,0.00002918261,0.000003846413,0.00002519983,0.8749473,0.1161473,0.000007434123,0.008127313,0.0002747484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04002552,0.0002798733,0.9382403,0.000008906431,0.0007333166,0.00051245,0.00002982916,0.0005445458,0.01962518],"genre_scores_gemma":[0.9796486,0.00002288602,0.01950828,0.000006093238,0.0002289211,0.0002618416,0.00003104962,0.0001518264,0.0001404814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9396231,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005145009974323807,"score_gpt":0.1751264132741212,"score_spread":0.1699814032997974,"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."}}