{"id":"W2792465625","doi":"10.1007/978-3-319-72284-9_95","title":"AP44 Development at Alma","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Productivity; Technology development; Current (fluid); Transient (computer programming); Engineering; Computer science; Systems engineering; Manufacturing engineering; Electrical engineering; Operating system; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005840765,0.0006360188,0.0001967274,0.001178906,0.001126455,0.002795926,0.0008170935,0.0009665429,0.1499519],"category_scores_gemma":[0.0006752654,0.0003101063,0.0004479952,0.0007921167,0.0003546706,0.002380959,0.001421972,0.001325228,0.05914193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553357,"about_ca_system_score_gemma":0.002128309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003437174,"about_ca_topic_score_gemma":0.00661059,"domain_scores_codex":[0.999554,0.00002752726,0.000007777018,0.00007336587,0.0002722394,0.00006513792],"domain_scores_gemma":[0.9997792,0.00001842003,0.000005972894,0.00002134623,0.0001162694,0.00005875985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007324852,0.00008953721,0.0002330311,0.0001802138,0.00000630623,0.0001556795,0.0002910617,0.0003245841,0.006640832,0.07391925,0.3713594,0.546727],"study_design_scores_gemma":[0.000002959637,0.00001338272,0.0001134725,0.00001697272,0.000001652497,0.00006260166,0.00002792717,0.000129323,0.00141011,0.00222344,0.995995,0.000003145761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003230517,0.002602986,0.008848737,0.001817628,0.0016434,0.00007197287,0.0003664836,0.001891368,0.9795268],"genre_scores_gemma":[0.005463194,0.0008081954,0.003038606,0.0002720075,0.00008873763,0.00002476316,0.0001948509,0.0002961819,0.9898135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1499519,"threshold_uncertainty_score":0.501639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711010506860756,"score_gpt":0.2175790842029344,"score_spread":0.2004689791343268,"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."}}