{"id":"W7052377778","doi":"","title":"Solvothermal crystallization and performance degradation mechanism of high-voltage cobalt- phosphate cathodes for Li-ion batteries","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Degradation (telecommunications); Crystallization; Phosphate; Cathode; Mechanism (biology)","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":[0.0001760382,0.0001700067,0.0002924758,0.0001069293,0.0003322905,0.0006240437,0.0002743845,0.0002107273,0.001969653],"category_scores_gemma":[0.0003244467,0.0001483447,0.0001831717,0.0001463078,0.0002757164,0.0003872296,0.000269546,0.0004002278,0.0003678774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000636759,"about_ca_system_score_gemma":0.0004095136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074589,"about_ca_topic_score_gemma":0.002115283,"domain_scores_codex":[0.9998878,0.000005467279,0.00000429094,0.00002321236,0.00005447993,0.00002473447],"domain_scores_gemma":[0.9999,0.00003422045,0.0000152952,0.000005709438,0.00003479536,0.00001003863],"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":[0.0003779141,0.00005224827,0.0006061899,0.000165715,0.00001206571,0.000120687,0.000189805,0.0006275464,0.9902849,0.0004849023,0.000440777,0.006637332],"study_design_scores_gemma":[0.00001044214,0.00008239255,0.001015759,0.000003198114,0.000004613385,0.00004806277,0.00004968478,0.001815022,0.9963703,0.00003904946,0.0005570338,0.000004426755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994297,0.001342139,0.001222576,0.0001219443,0.00002542936,0.0000222537,0.00009903165,0.00003835422,0.002831304],"genre_scores_gemma":[0.9953579,0.000665395,0.0004739555,0.00001780634,0.000006969613,0.00001112468,0.00009597252,0.00002495755,0.003345837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002074589,"threshold_uncertainty_score":0.006589174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011934388030676,"score_gpt":0.2087645211593893,"score_spread":0.1986451772790826,"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."}}