{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005874666,0.0001687752,0.0002248841,0.00008133268,0.0002996672,0.0001074342,0.0003316179,0.00004853365,0.0006874205],"category_scores_gemma":[0.00004047246,0.0001673263,0.00008106151,0.0003923138,0.0001489031,0.0001799053,0.0001845454,0.0004030197,0.00009046028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589549,"about_ca_system_score_gemma":0.002624099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1142401,"about_ca_topic_score_gemma":0.002619391,"domain_scores_codex":[0.9979039,0.0001365091,0.0002164011,0.000377657,0.0006067177,0.0007588256],"domain_scores_gemma":[0.9981222,0.0004806459,0.00004793352,0.0003468893,0.0005434321,0.0004589495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006863539,0.0005967614,0.04304453,0.00006003036,0.0004384685,0.00002399958,0.0006785752,0.003139977,0.002269394,0.2244292,0.277997,0.4466356],"study_design_scores_gemma":[0.001457755,0.0001896648,0.0007057959,0.00003455935,0.00002128142,5.706461e-7,0.003140581,0.003687366,0.003579983,0.005555711,0.9812944,0.0003323562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3139955,0.0003569136,0.09920103,0.003883478,0.001119823,0.003185053,0.001266244,0.0001355042,0.5768564],"genre_scores_gemma":[0.987081,0.000001563644,0.004526721,0.00002880974,0.001064759,0.00002221711,0.0001686496,0.00002693643,0.007079347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7032973,"threshold_uncertainty_score":0.8916582,"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."}}