{"id":"W4416204994","doi":"10.1002/eahr.70005","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Ethics & Human Research","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Children’s Hospital of Wisconsin Research Institute; Johns Hopkins University; Macalester College; University of Washington; University of California, Irvine; University of Wisconsin-Madison; McGill University; University of Minnesota; Carnegie Mellon University; Cleveland Clinic; Vanderbilt University; Weill Cornell Medical College; Seattle Children's Research Institute; University of Pennsylvania; Harvard University; Wake Forest School of Medicine; University of Southern California","keywords":"Courtesy; Information system; Work (physics); George (robot); Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003453382,0.0001500564,0.0001471254,0.0003777012,0.001301903,0.0002438478,0.000702626,0.0006495913,0.1533325],"category_scores_gemma":[0.0007888282,0.0001323735,0.00005028796,0.001064467,0.000532081,0.0005178835,0.0006016844,0.004457824,0.2391096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848909,"about_ca_system_score_gemma":0.0006478662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819609,"about_ca_topic_score_gemma":0.000233042,"domain_scores_codex":[0.9970106,0.0001977096,0.0003826839,0.0002565586,0.001728049,0.0004243767],"domain_scores_gemma":[0.9985394,0.0004489367,0.00009284939,0.0004952212,0.0003389905,0.00008464298],"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":[0.000001734381,0.00003266793,0.0000405042,0.00009509855,0.00000799536,1.486121e-7,0.001603686,0.00004510559,0.00006161014,0.01520423,0.9810663,0.00184086],"study_design_scores_gemma":[0.00005990359,0.0000363659,0.001495979,0.00009003722,0.000002061436,3.119463e-7,0.0003364047,0.000008669932,0.00009705294,0.005734767,0.9920063,0.0001321678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008867724,0.00006043028,0.0000723136,0.01152993,0.00111026,0.0003743514,0.00006269594,0.00001431409,0.985889],"genre_scores_gemma":[0.004730688,0.0002643676,0.0002226021,0.001553268,0.0004166472,0.0001421411,0.001448234,0.00001234425,0.9912097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08577713,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474130582951689,"score_gpt":0.4938814539255352,"score_spread":0.3464683956303664,"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."}}