{"id":"W4296887934","doi":"10.1149/2.002223if","title":"Pennington Corner: “Well, You Certainly Don’t Get That on Zoom!”","year":2022,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoom; Art history; History; Art; Media studies; Engineering; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006831848,0.0001605011,0.0001532903,0.00001562885,0.001690036,0.0001243546,0.0008270358,0.00006127072,0.003691426],"category_scores_gemma":[0.0000269401,0.0001304732,0.0002497816,0.0003133891,0.0002665702,0.00006482683,0.0003486202,0.000650145,0.00009986104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005648996,"about_ca_system_score_gemma":0.00008225918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051293,"about_ca_topic_score_gemma":0.0001085841,"domain_scores_codex":[0.9980973,0.0001855801,0.0001569738,0.0003364313,0.0006396508,0.0005840914],"domain_scores_gemma":[0.9993072,0.0001798462,0.00009490369,0.0002908328,0.00003769861,0.00008955138],"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":[0.0004623303,0.0009996342,0.001109204,0.00004262683,0.0005228541,0.000005226228,0.1188497,0.0004980061,0.06282351,0.1422868,0.6619462,0.01045384],"study_design_scores_gemma":[0.0003225666,0.0003040756,0.00005666666,0.00001361237,0.00004825829,0.000001836063,0.05229366,0.0009556654,0.0101959,0.004033867,0.9314502,0.0003237331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6688138,0.001032777,0.006171413,0.08068614,0.0008383595,0.001253014,0.00001943124,0.0005510195,0.2406341],"genre_scores_gemma":[0.9827006,0.0001953823,0.0000761834,0.002422988,0.0001820923,0.00009416255,0.00001501624,0.00001523384,0.01429833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3138869,"threshold_uncertainty_score":0.9996096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110848102315973,"score_gpt":0.2796328035784927,"score_spread":0.258524322555333,"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."}}