{"id":"W4406955968","doi":"10.1039/d4ee04881d","title":"Electrolytic cement clinker precursor production sustained through orthogonalization of ion vectors","year":2025,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; University of British Columbia","funders":"Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institute for Advanced Research","keywords":"Orthogonalization; Clinker (cement); Production (economics); Cement; Metallurgy; Materials science; Process engineering; Computer science; Engineering; Economics; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001587839,0.0003867904,0.0001783262,0.0001458737,0.0001129336,0.0005002613,0.0001737234,0.0002414804,0.001289048],"category_scores_gemma":[0.0002595804,0.0001569117,0.0001256413,0.000208619,0.0002127514,0.0003297614,0.0002176936,0.0003877538,0.0002582144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139879,"about_ca_system_score_gemma":0.0003556895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005063224,"about_ca_topic_score_gemma":0.001339504,"domain_scores_codex":[0.9998673,0.00000845195,0.000008288443,0.00004449277,0.00003954677,0.0000317527],"domain_scores_gemma":[0.9998912,0.00002091726,0.00003317667,0.00001400976,0.00002419441,0.00001656646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003234492,0.000005011473,0.00003970995,0.000009847367,8.682016e-7,0.00001278729,0.000007190581,0.00001604995,0.9988721,0.00008241742,0.00001776681,0.000903834],"study_design_scores_gemma":[0.000004484474,0.00002508979,0.0001724242,4.791373e-7,0.000001524728,0.00001680191,0.000004151164,0.000147639,0.9991769,0.00001040852,0.0004385588,0.000001423999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984649,0.0002854085,0.01120907,0.00007838634,0.0000592031,0.00005204147,0.0001697259,0.0002215287,0.003275741],"genre_scores_gemma":[0.9879409,0.0002878626,0.008614972,0.00002904823,0.000008698344,0.00002069229,0.000160987,0.00006563929,0.002871103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001289048,"threshold_uncertainty_score":0.004312277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003013158607600338,"score_gpt":0.1884866810232254,"score_spread":0.185473522415625,"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."}}