{"id":"W4319761612","doi":"10.1016/j.reseneeco.2023.101356","title":"Energy transition under mineral constraints and recycling: A low-carbon supply peak","year":2023,"lang":"en","type":"article","venue":"Resource and Energy Economics","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Center for Interuniversity Research and Analysis on Organizations; Polytechnique Montréal","funders":"","keywords":"Production (economics); Environmental science; Primary energy; Mineral; Carbon fibers; Energy transition; Limiting; Natural resource economics; Energy (signal processing); Chemistry; Materials science; Economics; Mathematics; Engineering; Statistics; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004612062,0.0001934233,0.0004938514,0.0003574948,0.002365954,0.004765746,0.0008577516,0.002551472,0.01252407],"category_scores_gemma":[0.001245177,0.0002173976,0.0005705707,0.0006737929,0.002006514,0.004532115,0.002630428,0.002362574,0.0006658076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002920725,"about_ca_system_score_gemma":0.003178689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137079,"about_ca_topic_score_gemma":0.01897426,"domain_scores_codex":[0.9997271,0.00004173718,0.000004578906,0.00003943292,0.00003899846,0.0001482635],"domain_scores_gemma":[0.9996712,0.00007623839,0.00002207772,0.00002850793,0.00005594079,0.000146136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001546962,0.0005891623,0.008753514,0.0002656321,0.00008970741,0.003602875,0.001925523,0.02792302,0.006707965,0.8643262,0.03784297,0.04642647],"study_design_scores_gemma":[0.0001030387,0.0002800602,0.01264897,0.0001346978,0.00005940242,0.0006550974,0.01635161,0.0333492,0.003643368,0.8531856,0.07950527,0.00008359998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7390752,0.0009236708,0.0126798,0.047353,0.0004447866,0.0000679713,0.0006262789,0.0002670881,0.1985623],"genre_scores_gemma":[0.9927267,0.0001812048,0.0007318213,0.0005228376,0.00004753098,0.000008585192,0.00005098693,0.00003810061,0.005692092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252407,"threshold_uncertainty_score":0.04189718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215751574852468,"score_gpt":0.2221112457257729,"score_spread":0.2099537299772482,"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."}}