{"id":"W2013223492","doi":"10.3390/en5114726","title":"Concept Development of Optimal Mine Site Energy Supply","year":2012,"lang":"en","type":"article","venue":"Energies","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Work (physics); Production (economics); Energy supply; Environmental economics; Energy (signal processing); Variety (cybernetics); Supply and demand; Risk analysis (engineering); Business; Engineering; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004794083,0.00007821283,0.0001113387,0.00003751288,0.00001624744,0.000005375787,0.00006809731,0.00004101825,0.000133251],"category_scores_gemma":[0.000002465294,0.00007998221,0.00002334336,0.00002924736,0.00001741113,0.00008583714,0.00003389929,0.00002555307,0.000007380247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002410567,"about_ca_system_score_gemma":0.000007282351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463742,"about_ca_topic_score_gemma":0.000007856864,"domain_scores_codex":[0.9995915,0.000002788863,0.0001553227,0.00004814596,0.00003363147,0.0001686167],"domain_scores_gemma":[0.9998205,0.00001336953,0.00001966841,0.0001009638,0.000007470283,0.00003800944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001897564,0.00009964716,0.01224008,0.0001226143,0.0002293766,0.000002894879,0.02143212,0.7335935,0.05972189,0.03563537,0.0634917,0.0734118],"study_design_scores_gemma":[0.0001197381,0.00001524466,0.001889377,0.00001877964,0.000005971565,0.000003364696,0.000163054,0.006659549,0.7024801,0.00001653906,0.2884111,0.0002171051],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913306,0.0007723204,0.004502103,0.000005064419,0.000162901,0.0000120882,0.000005173814,0.0001702399,0.003039558],"genre_scores_gemma":[0.9214154,0.00005222717,0.07810204,0.00001090626,0.00007878066,0.000009563483,0.00001848098,0.00001594881,0.0002966512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.726934,"threshold_uncertainty_score":0.326158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009470095859103408,"score_gpt":0.1924839361730735,"score_spread":0.1830138403139701,"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."}}