{"id":"W4402062502","doi":"10.1016/b978-0-323-85480-1.00048-8","title":"Hall-Héroult Cells","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001141881,0.0009219145,0.0007284807,0.001098582,0.001091167,0.002325916,0.001043073,0.000991325,0.1770122],"category_scores_gemma":[0.0003198271,0.0003838472,0.0003993195,0.001517228,0.0006700555,0.001952408,0.001645946,0.001414178,0.06956117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209692,"about_ca_system_score_gemma":0.0005002207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188388,"about_ca_topic_score_gemma":0.002168986,"domain_scores_codex":[0.9998543,0.00001203617,0.000005297881,0.00003309979,0.00007222843,0.00002303978],"domain_scores_gemma":[0.9999241,0.00001598442,0.000004236898,0.00002275421,0.00002075566,0.00001221114],"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":[0.0000599488,0.00004072817,0.0001417794,0.0001994883,0.000008151275,0.0001965249,0.0003130269,0.001489728,0.005486866,0.3933341,0.1681275,0.4306022],"study_design_scores_gemma":[0.00000742876,0.00001795833,0.0001291989,0.00004724195,0.000005457992,0.0002523915,0.00009034001,0.001072724,0.002183969,0.04276312,0.9534205,0.00000968288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001748091,0.003652332,0.01821805,0.0004214932,0.0008888067,0.00003105093,0.0004248813,0.0007315483,0.9738837],"genre_scores_gemma":[0.01222765,0.002008631,0.003998403,0.0001058855,0.0001330686,0.0000330403,0.0003090889,0.000181813,0.9810023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1770122,"threshold_uncertainty_score":0.5921648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005041981724111012,"score_gpt":0.1860192715707351,"score_spread":0.180977289846624,"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."}}