{"id":"W2287460646","doi":"10.1149/ma2013-02/14/1142","title":"Manganese Trapping By Polymeric Macrocycles in Li-Ion Batteries: What Works, What Doesn’t, and Why","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Manganese; Trapping; Ion; Materials science; Inorganic chemistry; Chemistry; Organic chemistry","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":[0.0003910646,0.0001872208,0.0002438387,0.000107018,0.000237503,0.0005692195,0.0004610037,0.0005908483,0.002789889],"category_scores_gemma":[0.0007163272,0.0001138101,0.0002330258,0.0001216036,0.0004098706,0.0009011749,0.0002916471,0.0004234563,0.0006861305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228891,"about_ca_system_score_gemma":0.0003012475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009017268,"about_ca_topic_score_gemma":0.002444318,"domain_scores_codex":[0.9998796,0.00002710076,0.000007515698,0.00002660844,0.00002925313,0.00002993925],"domain_scores_gemma":[0.9998096,0.00007650978,0.00003125644,0.00001905147,0.00003810039,0.00002554753],"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":[0.001547602,0.0002932872,0.002850505,0.006453485,0.0002419131,0.0005714826,0.0006996145,0.002428112,0.6316854,0.02104089,0.01901124,0.3131765],"study_design_scores_gemma":[0.0001866835,0.002381003,0.003182338,0.0009479771,0.0003664843,0.0007592178,0.0007608069,0.003679967,0.7869574,0.007911767,0.1927582,0.0001081033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6920022,0.242943,0.007314737,0.02798628,0.00248688,0.0001049487,0.000239454,0.0004028435,0.02651966],"genre_scores_gemma":[0.8964507,0.07855394,0.003126729,0.002339033,0.0003802156,0.00008491511,0.0001278295,0.00008418867,0.01885247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002789889,"threshold_uncertainty_score":0.009333074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008197305102945772,"score_gpt":0.2166890090694538,"score_spread":0.2084917039665081,"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."}}