{"id":"W2767437419","doi":"","title":"Rio Tinto cuts TiO2 output by 17% in weak market, continues lithium investment","year":2015,"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":"Quarter (Canadian coin); Investment (military); Tonne; Production (economics); Slag (welding); Lithium (medication); Natural resource economics; Mineralogy; Agricultural economics; Metallurgy; Environmental science; Geography; Economics; Political science; Geology; Materials science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491808,0.0001717022,0.0002326151,0.0001148075,0.00002117251,0.0000872629,0.0001146033,0.0002257064,0.0002447086],"category_scores_gemma":[0.0002738703,0.0001697861,0.00003460738,0.0002166417,0.00002525089,0.0002843573,0.00001755557,0.0002728252,0.0001211948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229271,"about_ca_system_score_gemma":0.00007300721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160262,"about_ca_topic_score_gemma":0.0001546873,"domain_scores_codex":[0.998918,0.00006244364,0.0004042979,0.0001746886,0.0002084066,0.0002321761],"domain_scores_gemma":[0.9994839,0.00006573595,0.00005970107,0.0001430267,0.00007012799,0.0001774592],"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":[0.00003155586,0.00003581648,0.0006516779,0.000006079621,0.00001503657,0.0000035946,0.0002288086,0.0006557412,0.003087284,0.00008854779,0.9944026,0.0007932261],"study_design_scores_gemma":[0.001219577,0.00004172399,0.00008099675,0.00003356425,0.000007205055,0.00000406562,0.0001496784,0.0009390974,0.0008696156,0.0001366913,0.9963274,0.0001903946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006640408,0.0005495906,0.00005886652,0.0006999963,0.001009872,0.0002318769,0.00002119036,0.0001893324,0.9905989],"genre_scores_gemma":[0.002563752,0.00003043487,0.00008935679,0.0003450539,0.0005368674,0.00005073659,0.00003876975,0.00002350804,0.9963215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005722654,"threshold_uncertainty_score":0.6923677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06517143963718182,"score_gpt":0.2697981181424778,"score_spread":0.204626678505296,"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."}}