{"id":"W4210275921","doi":"10.1149/2.005213if","title":"Section News - Fall 2021","year":2021,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Computer science; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0002324289,0.0001074765,0.0001308565,0.000003802157,0.0006050956,0.0001030284,0.0002070468,0.0001081514,0.0005498151],"category_scores_gemma":[0.0002351806,0.00008167176,0.0002131201,0.0003134481,0.0002307981,0.0001017924,0.00009418737,0.0003197541,0.000107045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264808,"about_ca_system_score_gemma":0.0001205475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005067574,"about_ca_topic_score_gemma":0.0009637622,"domain_scores_codex":[0.9988433,0.0001253125,0.0001324178,0.0001992858,0.0002664796,0.0004331852],"domain_scores_gemma":[0.9993991,0.0001805948,0.00004288646,0.000178632,0.0001131738,0.00008560939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004963716,0.0002095169,0.001988198,0.00001843546,0.0003621187,0.000002465581,0.1552947,0.000004415145,0.6363854,0.002675351,0.194558,0.008451738],"study_design_scores_gemma":[0.000463083,0.00008367548,0.0004533537,0.00003638178,0.00008469898,0.00001108172,0.1011811,0.0000476806,0.4067306,0.004598986,0.4858868,0.0004225595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175987,0.004898998,0.01448806,0.0453835,0.0006180283,0.0002299216,0.000003077116,0.0001655541,0.1166142],"genre_scores_gemma":[0.9871573,0.0009956361,0.0002553048,0.001743677,0.0009016035,0.000009346463,0.000003467198,0.000009224015,0.008924483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913288,"threshold_uncertainty_score":0.6020089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739806275129917,"score_gpt":0.3020299258590416,"score_spread":0.2846318631077424,"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."}}