{"id":"W2898940043","doi":"","title":"Shift to renewable energy, EVs 'will alter minerals markets for decades'","year":2018,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Natural resource economics; Business; Commerce; Engineering; Economics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002627723,0.0002345237,0.0002757906,0.0001925511,0.0001037935,0.0001296541,0.0002022774,0.0002825419,0.000938052],"category_scores_gemma":[0.0003000404,0.0002275281,0.00008406098,0.0003353781,0.00003154915,0.0003925617,0.00002400099,0.0001080033,0.0001026862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005836907,"about_ca_system_score_gemma":0.00005420594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023282,"about_ca_topic_score_gemma":0.0004795002,"domain_scores_codex":[0.9986463,0.0000332082,0.0004497673,0.000281921,0.0001816608,0.0004071141],"domain_scores_gemma":[0.9991547,0.0001708109,0.00005815606,0.0002427552,0.0001462841,0.000227284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001124414,0.00001944901,0.00003401961,0.00001073215,0.00003446813,0.000001251831,0.00008995388,0.002586246,0.07393236,0.0003233977,0.9209231,0.001932556],"study_design_scores_gemma":[0.0008034986,0.000116833,0.00001717403,0.00003357977,0.00001674754,0.000004003105,0.00001335407,0.001409914,0.1007819,0.0004189049,0.8961107,0.0002733654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2243878,0.0006876024,0.06925836,0.00841662,0.01359018,0.002214648,0.0003845694,0.001815831,0.6792444],"genre_scores_gemma":[0.7177481,0.00002562015,0.001990542,0.001824865,0.007147332,0.0003200107,0.00007596001,0.00009175787,0.2707758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4933603,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594256291600542,"score_gpt":0.2914917563105036,"score_spread":0.2455491933944981,"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."}}