{"id":"W3105982177","doi":"","title":"Variable Stars in the Large Magellanic Cloud: Discovery of Extragalactic W UMa Binaries","year":2005,"lang":"en","type":"article","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Astrophysics; Stars; Large Magellanic Cloud; Galaxy; Variable star; Astronomy; Population; Cataclysmic variable star; Binary number; White dwarf","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":[0.0001945724,0.0002090094,0.0002405488,0.001226581,0.0007287935,0.0006023484,0.0004123584,0.000350108,0.0007323285],"category_scores_gemma":[0.0005051945,0.0001853993,0.000117639,0.0008251314,0.0003672806,0.0005102513,0.0008357952,0.0002469725,0.0001494588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056877,"about_ca_system_score_gemma":0.0001500969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328908,"about_ca_topic_score_gemma":0.008097601,"domain_scores_codex":[0.9998404,0.00001471895,0.00001209033,0.0000494352,0.00003088847,0.00005258136],"domain_scores_gemma":[0.9995447,0.00004395649,0.0001548249,0.0000530767,0.00003585504,0.0001676627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001474247,0.00007960898,0.9626849,0.00002199183,0.00004987269,0.001177963,0.0004636449,0.0000808392,0.02752619,0.0001628237,0.0001128917,0.007491864],"study_design_scores_gemma":[0.000008349176,0.00006755597,0.9959991,0.000004801534,0.00001754023,0.001393965,0.0001715508,0.0001788933,0.001664556,0.00006815331,0.0004213568,0.000004159239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999587,0.00009364547,0.00006044407,0.000009836913,0.000001202747,0.000002310092,0.00002538361,0.000003457889,0.0002167442],"genre_scores_gemma":[0.9996672,0.0000486629,0.0001009018,0.00001471657,0.000006201449,0.000001284278,0.00007339845,0.000001788516,0.00008581681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003328908,"threshold_uncertainty_score":0.006619096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173901566033253,"score_gpt":0.2490661260945826,"score_spread":0.2316759694912573,"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."}}