{"id":"W3174799444","doi":"","title":"John Percy's Universe: Naked-Eye Variable Stars, Revisited","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Astronomy; Variable star; Stars; Universe; Naked eye; Physics; Astrophysics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003034982,0.0001573767,0.0003277437,0.00001522588,0.0002597783,0.00001821528,0.0005124645,0.00004078947,0.001709879],"category_scores_gemma":[0.000007323628,0.0001200411,0.0003053893,0.0001086827,0.0002101493,0.00009675353,0.0001522493,0.000343556,0.000003267186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744122,"about_ca_system_score_gemma":0.002265861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214241,"about_ca_topic_score_gemma":0.0004721249,"domain_scores_codex":[0.9987063,0.00006594328,0.0004939234,0.0001298588,0.0003025399,0.0003013996],"domain_scores_gemma":[0.9988295,0.0000459105,0.0005363392,0.0002099167,0.00020201,0.0001762768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001291789,0.0001368871,0.08388103,0.00002013779,0.0008617738,4.144165e-7,0.0004237517,0.006970352,0.0003469243,0.001588204,0.8997223,0.005919028],"study_design_scores_gemma":[0.0008632577,0.00008351669,0.01957175,0.00008596355,0.00007868633,3.748872e-7,0.0009230095,0.000646087,0.0009177843,0.0001283965,0.9765071,0.0001941259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702801,0.0000649135,0.01203411,0.0008316814,0.001335544,0.0001602592,0.00009829047,0.000005744868,0.01518936],"genre_scores_gemma":[0.9631084,2.246891e-7,0.03112571,0.00009605315,0.0008059463,7.120065e-7,0.000003335527,0.00001386243,0.004845821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07678473,"threshold_uncertainty_score":0.9992027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003658537655858093,"score_gpt":0.1813037652908986,"score_spread":0.1776452276350405,"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."}}