{"id":"W2607013364","doi":"10.1093/mnras/stx1277","title":"Stellar inventory of the solar neighbourhood using Gaia DR1","year":2017,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Astrophysics; Stars; Stellar density; Stellar mass; Luminosity function; Main sequence; Initial mass function; Galactic plane; Flattening; Star formation; Luminosity; Stellar classification; Astronomy; Galaxy","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":[0.0001989571,0.0002293741,0.0003113039,0.002091779,0.0002272346,0.0005625731,0.0003402519,0.0001887521,0.002540714],"category_scores_gemma":[0.0008157946,0.000130574,0.0003385304,0.001701442,0.00008468538,0.0002024494,0.0006487299,0.0001996874,0.002687635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229653,"about_ca_system_score_gemma":0.0003043964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684853,"about_ca_topic_score_gemma":0.0243175,"domain_scores_codex":[0.9998598,0.00001519004,0.00000835537,0.0000576255,0.00004083128,0.00001811454],"domain_scores_gemma":[0.9996371,0.00001953728,0.00006480711,0.00008563568,0.0001515992,0.0000413117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002220378,0.0000536679,0.8236118,0.0001305253,0.0002639426,0.0002013918,0.0004966834,0.02742949,0.01588934,0.002989229,0.0121489,0.116563],"study_design_scores_gemma":[0.0000204246,0.00003826042,0.9179618,0.0000160845,0.00004415497,0.0002142423,0.0001333513,0.04974858,0.001820084,0.0007768244,0.02920602,0.00002017606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291949,0.0003049363,0.01045201,0.00006903839,0.00001604319,0.00007367948,0.02823772,0.002704005,0.02894764],"genre_scores_gemma":[0.9411328,0.000145351,0.01866908,0.00004623535,0.00001455277,0.00005438283,0.03675656,0.0002843411,0.002896591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02684853,"threshold_uncertainty_score":0.05338448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606055870602721,"score_gpt":0.2231538361098462,"score_spread":0.207093277403819,"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."}}