{"id":"W4417330889","doi":"10.1149/2.005254if","title":"Winter 2025 Section News","year":2025,"lang":"","type":"article","venue":"The Electrochemical Society Interface","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Special section; Cross section (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000490095,0.0003400492,0.0003589881,0.00002185348,0.002226575,0.0002399318,0.0007002302,0.0004260671,0.0007397389],"category_scores_gemma":[0.0001546858,0.000242528,0.0008103151,0.001308932,0.001242758,0.0001639145,0.0003947224,0.001172055,0.0001044483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083662,"about_ca_system_score_gemma":0.0002682067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931359,"about_ca_topic_score_gemma":0.0003898866,"domain_scores_codex":[0.9974681,0.0002226101,0.0004704158,0.0005400326,0.0004100261,0.000888829],"domain_scores_gemma":[0.9987009,0.0003938939,0.0001466834,0.0004132554,0.0002366074,0.0001087184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001513816,0.0002485097,0.0002538291,0.00008247668,0.001319664,4.186564e-7,0.03738258,0.00002364598,0.1256601,0.008076173,0.8234463,0.003354887],"study_design_scores_gemma":[0.0005604195,0.0001248607,0.0001513166,0.0001884453,0.000400092,0.00000255264,0.02762503,0.0008700349,0.06747375,0.004245424,0.8979108,0.0004472654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1063175,0.02724526,0.09784195,0.3712726,0.01084056,0.002424668,0.00002063932,0.0004870645,0.3835497],"genre_scores_gemma":[0.9045902,0.002256722,0.0001429527,0.002710694,0.001756071,0.00003821195,0.000003771491,0.00001717519,0.08848419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7982727,"threshold_uncertainty_score":0.9990724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010998248699891,"score_gpt":0.2989056261218862,"score_spread":0.2887956436348873,"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."}}