{"id":"W2034327354","doi":"10.1088/0004-637x/752/2/133","title":"CLASSICAL NOVAE IN ANDROMEDA: LIGHT CURVES FROM THE PALOMAR TRANSIENT FACTORY AND<i>GALEX</i>","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Astrophysics; Physics; Light curve; Andromeda; Nova (rocket); Galaxy; Milky Way; Andromeda Galaxy; Transient (computer programming); Astronomy; Supernova","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":[],"consensus_categories":[],"category_scores_codex":[0.0001650368,0.0002390508,0.0003042259,0.00002083134,0.0003676295,0.00008798788,0.000387047,0.00002985744,0.0001894696],"category_scores_gemma":[0.000008768295,0.0001251416,0.0001922608,0.0002133337,0.0002284717,0.0003608603,0.00009835743,0.0009581883,0.00005848917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003349638,"about_ca_system_score_gemma":0.00004525933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006042694,"about_ca_topic_score_gemma":0.000003184701,"domain_scores_codex":[0.99844,0.0001324729,0.0003428509,0.0001796188,0.000353169,0.000551903],"domain_scores_gemma":[0.998979,0.0003122735,0.0001338671,0.0002809886,0.00004105258,0.0002528586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006002733,0.007714688,0.4029225,0.00005475752,0.001563247,0.00003062427,0.01560691,0.001497351,0.1297661,0.144063,0.06423271,0.2319479],"study_design_scores_gemma":[0.000988398,0.0001253154,0.9849181,0.00013256,0.0001259848,0.00000266717,0.0007872559,0.0004137465,0.0002908083,0.004314607,0.007608209,0.0002923424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842391,0.0004476373,0.005538568,0.008621968,0.0002544585,0.0001889826,0.00005520279,0.00001445835,0.0006396133],"genre_scores_gemma":[0.996321,0.00002297485,0.0002962544,0.0005274341,0.002694459,0.00001777483,0.00001570058,0.00002217861,0.000082228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5819957,"threshold_uncertainty_score":0.5103126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591784125002053,"score_gpt":0.2248383537114177,"score_spread":0.2089205124613971,"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."}}