{"id":"W4416146013","doi":"10.48550/arxiv.2510.14506","title":"SETI Post-Detection Protocols: Progress Towards a New Version","year":2025,"lang":"","type":"preprint","venue":"ArXiv.org","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Search for extraterrestrial intelligence; Declaration; Extraterrestrial life; General assembly; Set (abstract data type); Task (project management)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005926171,0.0009123833,0.0008831592,0.0002934354,0.0006488482,0.0005264159,0.001242306,0.0005952072,0.0008632358],"category_scores_gemma":[0.00004966767,0.0008786918,0.0007345243,0.0008178913,0.0003503129,0.0005954079,0.001271165,0.001399054,0.001519501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975377,"about_ca_system_score_gemma":0.003624414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006033293,"about_ca_topic_score_gemma":0.00009034401,"domain_scores_codex":[0.9952777,0.000246771,0.0009309401,0.00174357,0.0007183583,0.001082666],"domain_scores_gemma":[0.9969479,0.00005105753,0.000721621,0.001316223,0.0003954431,0.0005676989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002087689,0.0009822738,0.4244128,0.0006311223,0.0005199962,0.00001895683,0.00240744,0.0006983292,0.006289856,0.0003195575,0.004621318,0.5570106],"study_design_scores_gemma":[0.008845434,0.003318212,0.2588157,0.006672294,0.0008774371,0.000006838985,0.006934783,0.002898848,0.1905424,0.002595261,0.5142449,0.004247893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395844,0.0001521263,0.005225284,0.004759231,0.00561948,0.0375376,0.000323842,0.0002501651,0.006547869],"genre_scores_gemma":[0.9793047,0.00001993446,0.0002404563,0.000194524,0.003171756,0.007652684,0.0002176688,0.00004656697,0.009151674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527627,"threshold_uncertainty_score":0.9993664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091696937858205,"score_gpt":0.3341013679573535,"score_spread":0.2831843985787714,"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."}}