{"id":"W4310962235","doi":"10.1016/j.joen.2022.11.001","title":"Insights into the December 2022 issue of the JOE","year":2022,"lang":"en","type":"editorial","venue":"Journal of Endodontics","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reading (process); Art history; Library science; Media studies; History; Computer science; Political science; Sociology; 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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001087428,0.0002702284,0.0005921659,0.0001999937,0.0003422019,0.0001587287,0.002666223,0.000339835,0.002312089],"category_scores_gemma":[0.009962633,0.0001458261,0.0007521058,0.0004838041,0.0002232372,0.0001512924,0.001070475,0.003605186,0.00006644722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004831479,"about_ca_system_score_gemma":0.001765213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271236,"about_ca_topic_score_gemma":0.001059127,"domain_scores_codex":[0.9933879,0.0006718566,0.0009709977,0.000202082,0.004444768,0.0003224275],"domain_scores_gemma":[0.9937055,0.003090223,0.001461613,0.0008181154,0.0007278391,0.0001967316],"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":[0.0002537101,0.0001281711,0.0001497645,0.0001155586,0.0003197227,0.0004575349,0.0005452597,0.00003329408,0.000281725,0.0002031166,0.9969494,0.0005626953],"study_design_scores_gemma":[0.0009602003,0.0002228749,0.0001414039,0.00008591093,0.0001976388,0.00007465019,0.0005934225,0.000009997795,0.0003582339,0.002772038,0.9944418,0.0001418321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01270391,0.007878112,0.00005710272,0.0005104362,0.9740313,0.0002473934,0.00008185586,0.000007131835,0.004482797],"genre_scores_gemma":[0.02796038,0.003590315,0.00009424285,0.0004486912,0.9019791,0.00001902297,0.00003832182,0.000131483,0.06573837],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07205208,"threshold_uncertainty_score":0.9986935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442778379152245,"score_gpt":0.3283404411552189,"score_spread":0.3139126573636965,"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."}}