{"id":"W4404310987","doi":"10.48550/arxiv.2410.19120","title":"BRITE nascent binaries","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; Science Mission Directorate; Karl-Franzens-Universität Graz; Österreichische Forschungsförderungsgesellschaft; Ministerstwo Edukacji i Nauki; Narodowym Centrum Nauki; University of Toronto; Universität Wien; Fundacja na rzecz Nauki Polskiej; Universität Innsbruck; National Aeronautics and Space Administration","keywords":"Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000103004,0.0003307545,0.0001744951,0.0008556161,0.0008480165,0.001017954,0.0004651466,0.0002286377,0.01014712],"category_scores_gemma":[0.0003763544,0.0001237968,0.0001255605,0.0007290544,0.0002737311,0.0008205942,0.001135784,0.0004177799,0.003223546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731281,"about_ca_system_score_gemma":0.0003435374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508841,"about_ca_topic_score_gemma":0.007035484,"domain_scores_codex":[0.9998844,0.000003218674,0.000004156211,0.00003137283,0.00004344316,0.00003352317],"domain_scores_gemma":[0.9997715,0.00001285897,0.00004737001,0.0000417078,0.00003919046,0.00008740101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001428582,0.0003756329,0.3545106,0.0006493611,0.0001200042,0.002795963,0.001462026,0.001243969,0.3010209,0.07717087,0.02768008,0.2315419],"study_design_scores_gemma":[0.00008569408,0.0003407907,0.3771784,0.0001130992,0.00005820741,0.006698488,0.0008510481,0.005069763,0.0541869,0.01062495,0.5447184,0.00007420513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612203,0.001314919,0.003570097,0.0002201461,0.0001077073,0.0001397194,0.01125959,0.000573754,0.1215936],"genre_scores_gemma":[0.9563043,0.0007104023,0.005280223,0.000166075,0.00003703196,0.00007067973,0.01470843,0.00008745353,0.02263532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014712,"threshold_uncertainty_score":0.0339455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05224113367257761,"score_gpt":0.2024351588394081,"score_spread":0.1501940251668305,"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."}}