{"id":"W2009768899","doi":"10.1088/0004-637x/739/2/68","title":"PTF1 J071912.13+485834.0: AN OUTBURSTING AM CVn SYSTEM DISCOVERED BY A SYNOPTIC SURVEY","year":2011,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"White dwarf; Light curve; Photometry (optics); Orbital period; Cataclysmic variable star; Brightness; Accretion (finance); Dwarf nova","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366504,0.00022552,0.0002445609,0.001391768,0.0007999346,0.0003816703,0.000403045,0.000323699,0.001321257],"category_scores_gemma":[0.0002379357,0.0001065785,0.0001341118,0.0006444956,0.000246092,0.0002555319,0.0006658264,0.0003296335,0.0002932087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712014,"about_ca_system_score_gemma":0.0001316032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004723285,"about_ca_topic_score_gemma":0.009722887,"domain_scores_codex":[0.9998916,0.000004267043,0.000004313975,0.00003844469,0.00002686909,0.00003456056],"domain_scores_gemma":[0.9996723,0.00002103688,0.00009883347,0.00002704261,0.00003291844,0.0001479038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00032007,0.000190194,0.9052123,0.00007366253,0.00004893127,0.005812694,0.001066454,0.0004070103,0.04677577,0.0004596012,0.003915928,0.03571734],"study_design_scores_gemma":[0.00001028731,0.00006770816,0.9935291,0.000007344105,0.00001170248,0.001977795,0.0001404445,0.0005413076,0.0008325045,0.00007982894,0.002794885,0.000006981012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975117,0.00007939337,0.0001806875,0.00004322292,0.00001064195,0.00001067321,0.0004799565,0.00003801061,0.001645666],"genre_scores_gemma":[0.9968097,0.00008202424,0.0006141853,0.00004977661,0.00004182215,0.00001178653,0.001812051,0.00001658326,0.000562066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004723285,"threshold_uncertainty_score":0.009391606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271020821612709,"score_gpt":0.2336498130136353,"score_spread":0.2009396047975082,"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."}}