{"id":"W4409741285","doi":"10.1149/1945-7111/add095","title":"In Situ Deagglomeration of Cathode Particles in Electrode Slurries","year":2025,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slurry; Cathode; In situ; Electrode; Materials science; Chemical engineering; Composite material; Chemistry; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001974245,0.0003435233,0.0003421611,0.0002215198,0.0002209263,0.0003886383,0.0003213998,0.0003388382,0.0007601471],"category_scores_gemma":[0.00035186,0.0001824698,0.000207604,0.0002167376,0.0001752048,0.0002303459,0.000234785,0.0005421643,0.0003093604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022389,"about_ca_system_score_gemma":0.0001750939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004600947,"about_ca_topic_score_gemma":0.00199914,"domain_scores_codex":[0.9997975,0.00001663203,0.00002145092,0.00006494969,0.00007037137,0.00002917645],"domain_scores_gemma":[0.9998302,0.00004442524,0.00005066375,0.00002344488,0.00003810216,0.00001311333],"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":[0.00001004406,0.000009000506,0.00005414341,0.0000214643,0.000001871662,0.00002119936,0.00001312728,0.00005298878,0.9988926,0.00002620622,0.00001679248,0.0008806422],"study_design_scores_gemma":[9.384449e-7,0.00002055489,0.0001726761,7.94934e-7,0.000001612093,0.00001963303,0.000005142816,0.0001997254,0.999245,0.000005105121,0.0003280487,6.726293e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722076,0.001042774,0.02373205,0.00009103867,0.00008398426,0.00005538668,0.0001624691,0.0001708436,0.002453743],"genre_scores_gemma":[0.9762912,0.0007267099,0.01906784,0.00004770039,0.00001906045,0.00004231541,0.000260912,0.00007734101,0.003466954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007601471,"threshold_uncertainty_score":0.002542913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004850076672374038,"score_gpt":0.2431897126718573,"score_spread":0.2383396359994833,"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."}}