{"id":"W2620445895","doi":"","title":"Year in Review 2013: TiO2 feedstocks","year":2014,"lang":"eo","type":"article","venue":"Industrial Minerals","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ilmenite; Zircon; Rutile; Tonne; Raw material; Bay; Geology; Geography; Mining engineering; Geochemistry; Environmental science; Archaeology; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001260698,0.0002799739,0.0005777865,0.0001649824,0.00003898779,0.00006439453,0.0002122329,0.0004226049,0.001915813],"category_scores_gemma":[0.0006774676,0.0002616323,0.0001509892,0.0003795568,0.00002325474,0.0001714837,0.00004043125,0.0009490548,0.001450041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043932,"about_ca_system_score_gemma":0.00003993855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788093,"about_ca_topic_score_gemma":0.0001076812,"domain_scores_codex":[0.998088,0.000277661,0.0007126738,0.0002878592,0.0002430582,0.0003907281],"domain_scores_gemma":[0.9992148,0.000135423,0.0001299358,0.0003301581,0.00003044751,0.0001592816],"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":[0.00002579588,0.00007107989,0.000439746,0.0004410596,0.00004461748,0.000007880583,0.00004183818,0.0005770539,0.009946527,0.001089841,0.8974886,0.08982597],"study_design_scores_gemma":[0.001091977,0.00005875984,0.0001772951,0.00291156,0.00004762693,0.000006910628,0.000011185,0.0009875584,0.0002295935,0.00004958764,0.9940977,0.0003302658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08592719,0.03998375,0.0004564722,0.01770729,0.01694941,0.002887367,0.00009193552,0.0005441682,0.8354524],"genre_scores_gemma":[0.7058709,0.02650854,0.0008793945,0.004278809,0.01822163,0.0001331466,0.0001817615,0.0002785611,0.2436473],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6199437,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606531442291758,"score_gpt":0.2724312589650548,"score_spread":0.2163659445421372,"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."}}