{"id":"W3178623758","doi":"10.1093/pasj/psab080","title":"New candidates for AM Canum Venaticorum stars among ASAS-SN transients","year":2021,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Japan","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Deutsches Elektronen-Synchrotron; Science and Technology Facilities Council; H2020 European Research Council; Stockholms Universitet; Queen's University; California Institute of Technology; European Commission; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; Queen's University Belfast; National Aeronautics and Space Administration; University of Maryland; Space Telescope Science Institute; University of Washington; National Science Foundation","keywords":"Light curve; Supernova; Stars; Helium; Ionization; Transient (computer programming)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990211,0.0002553653,0.0002382301,0.002366209,0.0007203783,0.0006869291,0.0003666338,0.0002548198,0.001813186],"category_scores_gemma":[0.0006091758,0.0001048536,0.0002060636,0.000931743,0.0002912523,0.0002911807,0.0005238096,0.0001860233,0.0002869679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387142,"about_ca_system_score_gemma":0.0002370998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003815273,"about_ca_topic_score_gemma":0.008618142,"domain_scores_codex":[0.9997714,0.0000158199,0.00001465265,0.00007276452,0.00005280929,0.00007255014],"domain_scores_gemma":[0.9993231,0.00005515807,0.0001780073,0.0000472216,0.0001151758,0.000281386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109051,0.00002420179,0.9852732,0.00001248077,0.00001306014,0.0008335172,0.00007014966,0.00007226245,0.006254737,0.0001985349,0.0002617631,0.006875193],"study_design_scores_gemma":[0.000005932219,0.00006043279,0.9948408,0.000007004403,0.00001357251,0.001893798,0.0001647866,0.0005285849,0.0009785931,0.0001403978,0.001359788,0.000006347914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979827,0.0001641239,0.0002464609,0.00002231596,0.00001089965,0.00001197329,0.0001536145,0.00001500947,0.001392749],"genre_scores_gemma":[0.9989026,0.00003589371,0.0002585496,0.000009426113,0.00001066758,0.000004060227,0.0004349292,0.000002848907,0.0003409078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003815273,"threshold_uncertainty_score":0.007586122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113498819776464,"score_gpt":0.2256915109775731,"score_spread":0.2143416289999267,"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."}}