{"id":"W2095435127","doi":"10.1111/j.1365-2966.2008.13508.x","title":"The shortest period field contact binary","year":2008,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Contact binary; Binary number; Globular cluster; Orbital period; Orbit (dynamics); Amplitude; Period (music); Binary star","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":[0.000112113,0.0001178464,0.0001911282,0.0007420325,0.0005860089,0.0005957866,0.0001812474,0.0001858047,0.004575592],"category_scores_gemma":[0.0003539294,0.00006684689,0.0000658463,0.0006300801,0.0002310377,0.0002764472,0.0003641265,0.000155136,0.0007056486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004599118,"about_ca_system_score_gemma":0.0001333545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129536,"about_ca_topic_score_gemma":0.001893147,"domain_scores_codex":[0.9999064,0.000006416482,0.000004199745,0.00002714689,0.00001886247,0.00003698415],"domain_scores_gemma":[0.9996974,0.00002899822,0.00006690918,0.00005189923,0.0000440099,0.0001108239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002944204,0.0004014416,0.7974645,0.0001304189,0.00006696087,0.002556367,0.0006908851,0.0008801937,0.1309327,0.006476252,0.004165971,0.0532901],"study_design_scores_gemma":[0.00008137914,0.000409068,0.9698508,0.00001239534,0.00002403641,0.002695858,0.0003603506,0.00119682,0.01340955,0.001741213,0.01020334,0.00001517291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946396,0.000124213,0.00007978885,0.0000204124,0.000007235268,0.000003043468,0.0002591117,0.000009358481,0.004857372],"genre_scores_gemma":[0.9988199,0.00001958318,0.00006398484,0.000007649759,0.000008240891,0.000001779127,0.000496495,0.00000193658,0.0005804772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004575592,"threshold_uncertainty_score":0.01530683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009562232054474614,"score_gpt":0.2022734063564112,"score_spread":0.1927111743019366,"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."}}