{"id":"W881196101","doi":"10.24084/repqj10.288","title":"Strategies to Reduce the Use of Fossil Fuels","year":2017,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Renewable energy; Environmental science; Energy (signal processing); Environmental economics; Natural resource economics; Remote sensing; Engineering; Geology; Electrical engineering; Economics; Physics","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":[0.0005467311,0.0001409618,0.0002294095,0.00005854529,0.0003081983,0.0005059146,0.0003092388,0.00007770075,0.00002802975],"category_scores_gemma":[0.00009066777,0.0001055689,0.00006280222,0.00005136268,0.00005396308,0.0005318773,0.00005263989,0.0001370066,9.867375e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002509999,"about_ca_system_score_gemma":0.00004089312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140727,"about_ca_topic_score_gemma":0.0004401951,"domain_scores_codex":[0.9990537,0.00007259606,0.0003616921,0.00009964166,0.0001787244,0.0002336167],"domain_scores_gemma":[0.9990889,0.0001024881,0.00012006,0.0004787416,0.00007024789,0.000139545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004347525,0.00002069975,0.0006075799,0.000157835,0.0003230049,0.00002232881,0.001825078,0.8670589,0.08697407,0.01558814,0.01518135,0.01219756],"study_design_scores_gemma":[0.0009922432,0.0001711152,0.01899516,0.0005684063,0.00005733459,0.0004696716,0.00162188,0.007158803,0.08136891,0.002691708,0.8850062,0.0008986071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8018323,0.004388531,0.175228,0.0006219836,0.00314616,0.0001056768,0.00001980524,0.0001330137,0.01452451],"genre_scores_gemma":[0.9980168,0.0002285664,0.0006687976,0.00002081085,0.0001752336,0.000003534512,3.112882e-7,0.00002055848,0.0008653401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8698248,"threshold_uncertainty_score":0.4878546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06268985867959989,"score_gpt":0.2839755219628092,"score_spread":0.2212856632832093,"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."}}