{"id":"W4417024913","doi":"10.1080/00084433.2025.2598968","title":"Highly porous cellulose acetate separators for zinc-ion batteries","year":2025,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Porosity; Cellulose acetate; Cellulose; Aqueous solution","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001438029,0.0002877622,0.0003619431,0.0005123368,0.0001345391,0.0001126884,0.0004888572,0.0002391276,0.0002028716],"category_scores_gemma":[0.00004354267,0.0002875111,0.0001260554,0.0005104922,0.0001674981,0.0002264428,0.00001938469,0.0003178444,0.0001640145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421938,"about_ca_system_score_gemma":0.0001399199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009498063,"about_ca_topic_score_gemma":0.01170899,"domain_scores_codex":[0.9982112,0.00003263619,0.0003361652,0.0003734657,0.0001538233,0.0008927244],"domain_scores_gemma":[0.998926,0.0001369715,0.0000234272,0.0004771506,0.00007513071,0.000361355],"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":[0.0003048142,0.0001478477,0.0003834704,0.001726615,0.001730174,0.001951958,0.001291273,0.01217216,0.05343611,0.1239016,0.1815969,0.6213571],"study_design_scores_gemma":[0.001136995,0.0004497888,0.0006929534,0.00005680453,0.00006245213,0.00002396215,0.0003629457,0.01906784,0.009257995,0.01189078,0.9561753,0.0008221439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601348,0.001291131,0.1078672,0.005629223,0.002039972,0.001773482,0.0003397733,0.00190376,0.01902059],"genre_scores_gemma":[0.9938797,0.00001996106,0.001787293,0.0003060386,0.0000565208,0.0002495791,0.00004787412,0.0000501793,0.003602813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7745784,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106359652273612,"score_gpt":0.2502297530814437,"score_spread":0.2395937878540825,"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."}}