{"id":"W4402582327","doi":"10.1080/15265161.2024.2390038","title":"Learning From Those Who Were Not REDI","year":2024,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto; University Health Network","funders":"","keywords":"Environmental science; Geology","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004286799,0.0002215412,0.0006678567,0.0001012067,0.000768394,0.0005380231,0.001298614,0.0005691978,0.0001056961],"category_scores_gemma":[0.0008873487,0.000158404,0.0006523547,0.0004810984,0.00491732,0.0001666003,0.0001491033,0.01273062,0.00012501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256981,"about_ca_system_score_gemma":0.001054318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136622,"about_ca_topic_score_gemma":0.0002856157,"domain_scores_codex":[0.9952462,0.001921491,0.0005317651,0.0002200064,0.001640114,0.0004404448],"domain_scores_gemma":[0.9960932,0.001799104,0.001370402,0.0002677377,0.0003591623,0.0001104203],"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":[0.000007199769,0.000007896703,0.0001230679,0.00002082786,0.0003191445,0.0002683859,0.04082451,0.000008514359,0.00001053633,0.0008404889,0.9516051,0.00596426],"study_design_scores_gemma":[0.00006136304,0.0001921502,0.0001123984,0.0004868561,0.0002775982,0.00001155893,0.03465541,0.000008453339,0.00000973747,0.005785948,0.9581894,0.0002090721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01231812,0.00174585,0.0000698833,0.9794271,0.002062135,0.00007646794,0.00003101784,0.0000449448,0.004224463],"genre_scores_gemma":[0.04971265,0.02421981,0.0004349481,0.8814896,0.03406234,0.000002105766,0.00001517945,0.00009003638,0.00997336],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09793755,"threshold_uncertainty_score":0.9977908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07818797823410835,"score_gpt":0.3623428758567315,"score_spread":0.2841548976226231,"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."}}