{"id":"W4239192266","doi":"10.1002/9781119274780.ch49","title":"Rio Tinto AP44 Cell Technology Development at Alma Smelter","year":2016,"lang":"en","type":"other","venue":"","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rio Tinto (Canada)","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Milestone; Smelting; Technology development; Aluminium smelting; Engineering; Geography; Metallurgy; Archaeology; Manufacturing engineering; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001909997,0.0001925294,0.0001600059,0.0002611412,0.00001693208,0.000006137444,0.0001250306,0.0004320724,0.01300876],"category_scores_gemma":[0.00000127136,0.000147469,0.00002410295,0.00006958141,0.00001672749,0.00001284375,0.00005960579,0.0000723328,0.007050573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024837,"about_ca_system_score_gemma":0.000016298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005762552,"about_ca_topic_score_gemma":0.0002139883,"domain_scores_codex":[0.999414,0.000003386991,0.0001292129,0.0001660041,0.00007945662,0.0002079654],"domain_scores_gemma":[0.999706,0.000005378056,0.00002647944,0.0002183992,0.000009274154,0.00003443003],"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":[5.999263e-7,0.000005416322,0.0001561138,0.0001060899,0.00003283696,0.00000340496,0.00001568958,0.000003849626,0.0004697284,0.0001676381,0.9790331,0.0200056],"study_design_scores_gemma":[0.0001181033,0.000003284807,0.00002787813,0.00007163284,0.000006365342,0.000002212384,0.000002701283,0.00002633333,0.01214096,0.00002092666,0.9873611,0.000218537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005247377,0.001226309,0.006924326,0.00003495055,0.0002644051,0.0001292889,0.000003359768,0.001145968,0.9902189],"genre_scores_gemma":[0.0002975927,0.0004445336,0.002605347,0.00002503853,0.0001144332,0.00002215614,0.00002368643,0.0003352727,0.996132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01978707,"threshold_uncertainty_score":0.9937226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004217395226621461,"score_gpt":0.1878762987715516,"score_spread":0.1836589035449301,"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."}}