{"id":"W4402748370","doi":"10.3847/1538-4357/ad5a98","title":"An Untargeted Search for Radio-emitting Tidal Disruption Events in the VAST Pilot Survey","year":2024,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Israel Science Foundation; United States - Israel Binational Science Foundation; National Science Foundation","keywords":"Physics; Astronomy; Astrophysics; Astrobiology","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":[],"consensus_categories":[],"category_scores_codex":[0.001156513,0.0002116455,0.0002151285,0.00005425839,0.0004204814,0.0002793123,0.0006480032,0.00001646114,0.00003282234],"category_scores_gemma":[0.000004382528,0.0001200678,0.0001903133,0.0003409663,0.00007650192,0.000301404,0.00005456277,0.0008229217,0.00003613985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006244859,"about_ca_system_score_gemma":0.0001206481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002363509,"about_ca_topic_score_gemma":0.000003847454,"domain_scores_codex":[0.9979939,0.0005203011,0.0003217431,0.0002572333,0.0003880802,0.0005187722],"domain_scores_gemma":[0.9991238,0.0003367575,0.00006925557,0.0002866117,0.0000743573,0.0001092722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001796847,0.004659907,0.08163725,0.00007491459,0.00119916,0.00003766916,0.009977542,0.02489153,0.1603967,0.1841812,0.001820506,0.5293269],"study_design_scores_gemma":[0.002983715,0.003012508,0.7758582,0.0002434238,0.0002037184,0.00003449224,0.004770295,0.1309447,0.001162673,0.07945861,0.0004480733,0.0008795356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604907,0.0000246461,0.1384707,0.0003609513,0.0002295304,0.0002633864,0.0000830573,0.00001461593,0.00006235619],"genre_scores_gemma":[0.9964206,0.000001690451,0.0004083692,0.00004411962,0.002928702,0.00003816163,0.00008370483,0.00003595464,0.00003871237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694221,"threshold_uncertainty_score":0.4896225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766127149471652,"score_gpt":0.2981005814908789,"score_spread":0.2704393099961623,"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."}}