{"id":"W4293679098","doi":"10.1016/j.joen.2022.08.001","title":"Insights into the September 2022 Issue of the JOE","year":2022,"lang":"en","type":"editorial","venue":"Journal of Endodontics","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reading (process); Art history; Library science; History; Gerontology; Media studies; Computer science; Political science; Sociology; Medicine; 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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006791603,0.0004143982,0.000922808,0.0001945901,0.0004019334,0.0001075477,0.001933932,0.0004449104,0.001045683],"category_scores_gemma":[0.001325618,0.0002138099,0.001089008,0.0004373557,0.000176384,0.0001180254,0.0006602621,0.002764832,0.00004243448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123399,"about_ca_system_score_gemma":0.000741449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245105,"about_ca_topic_score_gemma":0.0005632374,"domain_scores_codex":[0.9946379,0.0005269587,0.001343567,0.0002522374,0.002938812,0.0003005017],"domain_scores_gemma":[0.9938015,0.00146333,0.002765108,0.0009785099,0.0008684156,0.0001231533],"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":[0.00008143787,0.0001981808,0.0005771952,0.0000978067,0.001058116,0.0003947092,0.0005851957,0.00008968375,0.0001458815,0.0001216814,0.9963374,0.0003127302],"study_design_scores_gemma":[0.001208198,0.0002271056,0.000361508,0.0001670389,0.001005257,0.00007009708,0.0003021068,0.00001248595,0.0004718093,0.0005570399,0.9954119,0.0002054743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.009765243,0.008483016,0.00001890385,0.0003076593,0.9740334,0.0002586679,0.0001236018,0.000008031976,0.007001468],"genre_scores_gemma":[0.02238092,0.002806052,0.0002852662,0.0001745331,0.8782831,0.00001692695,0.00006055364,0.0001992754,0.0957934],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09575034,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009910452505894753,"score_gpt":0.2813510017114133,"score_spread":0.2714405492055185,"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."}}