{"id":"W2784040821","doi":"10.14447/jnmes.v18i4.348","title":"Recent Progress in Structural and Electrochemical Properties in Composite Based LiFePO4 Batteries","year":2015,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrochemistry; Materials science; Composite number; Cathode; Characterization (materials science); Nanotechnology; Composite material; Chemistry; Electrode; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004430581,0.0003664106,0.00044161,0.0006619293,0.0001786295,0.0007017797,0.000495565,0.000447684,0.001635073],"category_scores_gemma":[0.0003938509,0.0002518434,0.0003637993,0.0008602188,0.0001697715,0.00125,0.0003384036,0.0004116675,0.0005318335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496482,"about_ca_system_score_gemma":0.0002308562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002515348,"about_ca_topic_score_gemma":0.0003205026,"domain_scores_codex":[0.9998612,0.00001425008,0.00001622559,0.00003933514,0.00005448352,0.00001446317],"domain_scores_gemma":[0.9998723,0.00004051636,0.00002117229,0.000006001567,0.00005333556,0.000006599414],"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":[0.000525518,0.0002143115,0.002314412,0.0112376,0.0001328033,0.0006188582,0.0002237309,0.002620187,0.6071042,0.004655486,0.002055861,0.3682971],"study_design_scores_gemma":[0.00002369373,0.001113912,0.005803832,0.0003198255,0.0003140674,0.002668809,0.000272046,0.005080704,0.7192337,0.001768028,0.2633131,0.00008833647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2455553,0.7154986,0.01511088,0.0007748001,0.0004283209,0.00005187288,0.000415514,0.0002163804,0.02194843],"genre_scores_gemma":[0.4406701,0.5332399,0.01422807,0.000415619,0.0005683895,0.00007049635,0.0007891728,0.00009021747,0.009928002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001635073,"threshold_uncertainty_score":0.005469859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166379251693061,"score_gpt":0.2559839769188255,"score_spread":0.2343201844018948,"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."}}