{"id":"W3006489841","doi":"","title":"John Percy's Universe: BRITE-Constellation: Canada's \"Shoebox Satellites\" for Variable-Star Research","year":2015,"lang":"en","type":"article","venue":"JRASC","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Constellation; Star (game theory); Variable (mathematics); Astronomy; Physics; Mathematics; Astrophysics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001838381,0.0008172761,0.0003685926,0.0009669879,0.01168807,0.007137928,0.0009650036,0.003560564,0.03411396],"category_scores_gemma":[0.002595278,0.0003876123,0.0003994802,0.001120385,0.002801799,0.004028248,0.002934045,0.005903998,0.007298306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01324803,"about_ca_system_score_gemma":0.02927343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7989175,"about_ca_topic_score_gemma":0.9351363,"domain_scores_codex":[0.9987487,0.00007241692,0.00001681947,0.000136242,0.0006856391,0.0003401499],"domain_scores_gemma":[0.9973422,0.0001047405,0.00004490265,0.00006408313,0.001132698,0.001311428],"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":[0.00001152068,0.000004049895,0.0002208077,0.00001375809,0.000002709404,0.00003785179,0.0002035227,0.00002979232,0.0001164663,0.004849661,0.9889475,0.005562357],"study_design_scores_gemma":[0.000004013688,0.000003697336,0.0004798681,0.00003279536,0.000003070948,0.00002114509,0.0004327371,0.00002665181,0.00008202253,0.0008739451,0.9980282,0.00001193345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00547538,0.04068331,0.002627978,0.5179129,0.07779749,0.0001615257,0.002414686,0.0016666,0.3512602],"genre_scores_gemma":[0.05000157,0.01011345,0.004182098,0.05987385,0.00419063,0.00003018734,0.0009247105,0.0008364223,0.8698471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2010825,"threshold_uncertainty_score":0.4045333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06385656928413841,"score_gpt":0.3246544534952182,"score_spread":0.2607978842110798,"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."}}