{"id":"W4417467009","doi":"10.32920/30913691","title":"Outdated","year":2025,"lang":"","type":"article","venue":"","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Independence (probability theory); Premise; Judaism; Memoir; Reminiscence; Inheritance (genetic algorithm)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000724278,0.00009572314,0.000158519,0.00004809727,0.0009359169,0.0003198107,0.0003757952,0.000249858,0.005312171],"category_scores_gemma":[0.0001923124,0.0001028577,0.0001763634,0.001133309,0.0004599737,0.0002575608,0.0001206619,0.0001847706,0.0009545813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258946,"about_ca_system_score_gemma":0.0004933309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005894915,"about_ca_topic_score_gemma":0.00149789,"domain_scores_codex":[0.9987248,0.000175942,0.0002252783,0.0002443246,0.0002642146,0.0003654947],"domain_scores_gemma":[0.999477,0.00008669334,0.00003874896,0.0001862604,0.0001226736,0.00008858394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.584014e-7,0.00008022393,0.007361052,0.00001663616,0.00006916108,0.000001053906,0.003289311,7.269874e-7,0.00001517556,0.8338019,0.1513646,0.003999837],"study_design_scores_gemma":[0.0003011659,0.00001130865,0.01563041,0.00004840592,0.00007013703,4.478149e-8,0.03014735,0.0001551754,0.0001127896,0.02678527,0.9265551,0.0001828401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01910955,0.0007075515,0.0008606407,0.01458536,0.002717579,0.0001640865,0.000003028519,0.0000956115,0.9617566],"genre_scores_gemma":[0.7419782,0.0008785737,0.00008387434,0.002310466,0.0001128832,0.000002122739,0.000001210503,0.000002340365,0.2546303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8070166,"threshold_uncertainty_score":0.9998233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325346354780205,"score_gpt":0.3298100371728853,"score_spread":0.3165565736250833,"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."}}