{"id":"W4403524758","doi":"10.1016/j.jallcom.2024.177124","title":"The recent advancements in lithium-silicon alloy for next generation batteries:A review paper","year":2024,"lang":"en","type":"review","venue":"Journal of Alloys and Compounds","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve; Université du Québec à Trois-Rivières","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Alloy; Silicon; Lithium (medication); Materials science; Nanotechnology; Metallurgy; Engineering physics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004485964,0.0007162385,0.0009054608,0.002390388,0.0002994678,0.001208551,0.000594778,0.0008389038,0.005740245],"category_scores_gemma":[0.0005589504,0.0003075861,0.0006763458,0.003231959,0.0002247598,0.001743423,0.0005766238,0.0009372088,0.002232959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357375,"about_ca_system_score_gemma":0.001153438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007644788,"about_ca_topic_score_gemma":0.001142567,"domain_scores_codex":[0.999805,0.00001921708,0.00003605602,0.0000452286,0.00007439753,0.00002005851],"domain_scores_gemma":[0.999689,0.0001257745,0.00004805373,0.000008271314,0.0001061408,0.00002279058],"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":[0.0000988863,0.0001337748,0.0006015869,0.06526077,0.0001401369,0.0005192625,0.0002594044,0.0007427129,0.01222902,0.008758085,0.04032026,0.8709361],"study_design_scores_gemma":[0.000007014725,0.0001227682,0.0006018259,0.002461769,0.0001696594,0.0008829795,0.0001039703,0.0001809694,0.002191346,0.001298707,0.9919553,0.00002383878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006871513,0.9949296,0.0004193597,0.0003572596,0.0004432472,0.00001256689,0.00007839742,0.00001914574,0.003053308],"genre_scores_gemma":[0.001846628,0.9958608,0.0004623646,0.0002410536,0.0002856103,0.0000119135,0.0001111033,0.000003911849,0.001176811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005740245,"threshold_uncertainty_score":0.01920307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191905064882634,"score_gpt":0.3344592826244298,"score_spread":0.2625402319756034,"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."}}