{"id":"W4289525419","doi":"10.1016/j.joen.2022.06.011","title":"Insights into the August 2022 Issue of the JOE","year":2022,"lang":"en","type":"editorial","venue":"Journal of Endodontics","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reading (process); Library science; Art history; Media studies; History; Computer science; Sociology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217507,0.0002265103,0.0006653335,0.000126965,0.0001859495,0.00002157789,0.0007814163,0.0002071827,0.0008528525],"category_scores_gemma":[0.001857613,0.0001042497,0.0006462352,0.000296261,0.0001508456,0.0000743579,0.0002751882,0.001976919,0.000004967275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494134,"about_ca_system_score_gemma":0.001070793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008577627,"about_ca_topic_score_gemma":0.0000274449,"domain_scores_codex":[0.9969174,0.0002376256,0.0007543767,0.0001295588,0.001793688,0.0001673615],"domain_scores_gemma":[0.9967923,0.0009007909,0.001162326,0.0004727191,0.000534499,0.0001374118],"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":[0.0003781047,0.0001977102,0.0003578123,0.0001926506,0.0002738547,0.0002547776,0.0004127614,0.00001346347,0.0003861222,0.00002728467,0.996827,0.0006784541],"study_design_scores_gemma":[0.0007333179,0.0004930734,0.0008185718,0.0002562366,0.001009563,0.00007463565,0.0003977276,0.000008086161,0.0001770218,0.0003343861,0.9955919,0.000105444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01832708,0.02035961,0.000002594596,0.003735044,0.9543486,0.0002800123,0.0001005821,0.000008070333,0.002838462],"genre_scores_gemma":[0.01335368,0.005992708,0.00006210312,0.00045892,0.9582368,0.000005953889,0.00006137006,0.00005702751,0.02177144],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01893298,"threshold_uncertainty_score":0.9338136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077881019066633,"score_gpt":0.2680380046031428,"score_spread":0.2572591944124764,"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."}}