{"id":"W4403495818","doi":"10.1051/bioconf/202412925033","title":"Electron Channeling Contrast Imaging (ECCI) of Ion Battery Cathode Materials","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; McGill University","funders":"","keywords":"Cathode; Contrast (vision); Ion; Electron; Materials science; Physics; Electrical engineering; Engineering; Optics; Nuclear physics","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":[0.0002034545,0.0003198287,0.0001436116,0.0008788857,0.0001645492,0.0003155356,0.0002949543,0.0004850007,0.001198686],"category_scores_gemma":[0.0002814579,0.0001756545,0.0000929509,0.0003774675,0.000285312,0.0005220862,0.000248206,0.0004118112,0.0002068816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304487,"about_ca_system_score_gemma":0.0001622445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004534223,"about_ca_topic_score_gemma":0.00084161,"domain_scores_codex":[0.9999101,0.000005323308,0.00000417097,0.00002757617,0.00003808032,0.00001472988],"domain_scores_gemma":[0.9998235,0.00005657606,0.0000382398,0.00002058193,0.00004319315,0.00001794295],"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":[0.00004300427,0.00001267249,0.0005283064,0.0001566738,0.000004675596,0.0003499036,0.00005412784,0.0002344397,0.9881117,0.0006864216,0.0002670464,0.009550951],"study_design_scores_gemma":[0.000006658159,0.00009685213,0.007731772,0.0000439467,0.00001442464,0.001838941,0.00007788933,0.005056187,0.9776503,0.0003450267,0.007124925,0.00001310504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7922309,0.01034124,0.1785947,0.0003716258,0.0001283993,0.0002096703,0.001257323,0.001069,0.01579715],"genre_scores_gemma":[0.884126,0.003124058,0.1065718,0.0002250665,0.00006335252,0.0001024642,0.0006284162,0.0001577377,0.00500116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001198686,"threshold_uncertainty_score":0.004009962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473701393903569,"score_gpt":0.2541332662329561,"score_spread":0.2393962522939204,"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."}}