{"id":"W7067288672","doi":"","title":"The Listening Post : ALJAZ : January 1, 2023 5:30pm-6:01pm AST","year":2023,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002313867,0.0007976809,0.0005685377,0.0005799566,0.00005771222,0.0002098974,0.001351332,0.0002828182,0.001762496],"category_scores_gemma":[0.000159749,0.0006332536,0.0003890844,0.0002469744,0.0003736042,0.00007503341,0.0004961181,0.001320026,0.006112851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008044,"about_ca_system_score_gemma":0.00005365714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008596924,"about_ca_topic_score_gemma":0.02905856,"domain_scores_codex":[0.9971043,0.0001012287,0.0006512343,0.0006919533,0.0004775888,0.0009736973],"domain_scores_gemma":[0.9979109,0.0007857948,0.0001495095,0.0007453648,0.00002797925,0.0003804112],"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":[0.00002810215,0.00003067488,0.00003113376,0.0003586712,0.0005130445,0.00005981019,0.001158342,0.00009680772,0.0002218868,0.0005590213,0.9925318,0.004410666],"study_design_scores_gemma":[0.0002595481,0.0001110592,0.0008000696,0.001661548,0.00006152703,0.00004342818,0.0001075704,0.0166086,0.00007775399,0.0004281587,0.9791303,0.0007104143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003242063,0.001618752,0.009887659,0.0005063479,0.008731418,0.0006515773,0.0008841316,0.003954541,0.9734414],"genre_scores_gemma":[0.004074074,0.001086196,0.0008655377,0.0001133076,0.002156658,0.0001959766,0.000594021,0.001646684,0.9892675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02046163,"threshold_uncertainty_score":0.9996119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00698407353702969,"score_gpt":0.2100381140624298,"score_spread":0.2030540405254001,"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."}}