{"id":"W4366405880","doi":"10.1108/oxan-db278495","title":"Temporary weakness obscures long-term lithium growth","year":2023,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spodumene; Lithium (medication); Lithium carbonate; Subsidy; China; Lithium metal; Environmental science; Tonne; Battery (electricity); Natural resource economics; Agricultural economics; Engineering; Waste management; Geography; Chemistry; Archaeology; Economics; Metallurgy; Power (physics); Materials science; Biology; Market economy","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":[],"consensus_categories":[],"category_scores_codex":[0.00008413855,0.0001945909,0.0001749567,0.0001296816,0.0001337173,0.0001112949,0.0001669314,0.0001033014,0.0004201045],"category_scores_gemma":[0.000040542,0.0001988406,0.00007260153,0.000476943,0.00003284093,0.0005372684,0.00003059268,0.000169784,0.0006107181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002437478,"about_ca_system_score_gemma":0.00002065812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007499296,"about_ca_topic_score_gemma":0.00002569295,"domain_scores_codex":[0.9989741,0.00001501634,0.000269746,0.0002288676,0.0002175321,0.0002947595],"domain_scores_gemma":[0.9995664,0.00004979477,0.00003184916,0.0001838268,0.00006248266,0.0001056344],"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":[0.000006740147,0.00001684791,0.000620261,0.00009600702,0.00003016682,0.00003042578,0.001001155,0.0002549877,0.010778,0.0003478999,0.9859561,0.00086136],"study_design_scores_gemma":[0.0003956678,0.00002274117,0.01747536,0.00006710516,0.000006369596,0.00004277168,0.00002519347,0.001856433,0.02675965,0.0004293066,0.9523733,0.0005461577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.455905,0.015796,0.01407505,0.4112453,0.006302808,0.001531947,0.00006736263,0.03211266,0.06296387],"genre_scores_gemma":[0.8549057,0.004879239,0.0004327974,0.09661189,0.00152526,0.0003248571,0.0004960477,0.0003057639,0.0405185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3990007,"threshold_uncertainty_score":0.8108486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183775738852471,"score_gpt":0.2698725722119911,"score_spread":0.2480348148234664,"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."}}