{"id":"W4391431803","doi":"10.1002/ente.202301375","title":"Progress and Complexities in Metal–Air Battery Technology","year":2024,"lang":"en","type":"article","venue":"Energy Technology","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Battery (electricity); Nanotechnology; Materials science; Engineering; Environmental science; 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":[0.001919461,0.000503819,0.0007090971,0.001213402,0.0006766852,0.003222538,0.001677175,0.002353704,0.004755308],"category_scores_gemma":[0.001746681,0.0004436232,0.0005301299,0.001122692,0.001483323,0.009190063,0.001441998,0.002341125,0.0022662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111138,"about_ca_system_score_gemma":0.001176064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008191375,"about_ca_topic_score_gemma":0.001103135,"domain_scores_codex":[0.9990788,0.0001617692,0.00008049854,0.0002142899,0.0003785222,0.0000861547],"domain_scores_gemma":[0.9990249,0.0005081252,0.00007341518,0.00008384094,0.0002621765,0.00004770338],"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":[0.0001804492,0.000204411,0.00162899,0.006616808,0.00006664978,0.0007308317,0.0008028889,0.005881365,0.03049688,0.3035686,0.01480593,0.6350161],"study_design_scores_gemma":[0.00001382367,0.0003378038,0.0009280741,0.001565605,0.00004930262,0.001662359,0.001165146,0.007211077,0.02161223,0.1094277,0.8559251,0.000101807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02514588,0.8892737,0.02525859,0.0191617,0.002125669,0.00003490428,0.0001310529,0.000207806,0.03866059],"genre_scores_gemma":[0.1431697,0.8114322,0.02151973,0.002502078,0.003468003,0.00006298399,0.0002022689,0.00007890053,0.01756416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004755308,"threshold_uncertainty_score":0.01590812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005361580350689542,"score_gpt":0.2052943324452655,"score_spread":0.1999327520945759,"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."}}