{"id":"W2001973580","doi":"10.1017/s1743921311020539","title":"Planet candidates from the SARG visual binary survey","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","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":"Planet; Astrobiology; Binary number; Computer science; Astronomy; Physics; Mathematics; Arithmetic","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":[0.0005919219,0.000223673,0.000264352,0.002424589,0.0003868041,0.0007493487,0.0002638773,0.0001715601,0.002898673],"category_scores_gemma":[0.0006156185,0.00009918686,0.0001404881,0.001481126,0.0001767802,0.0001901738,0.0006900609,0.0001461852,0.001050134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697946,"about_ca_system_score_gemma":0.0003054054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006512573,"about_ca_topic_score_gemma":0.02258998,"domain_scores_codex":[0.999708,0.00004879766,0.00001252623,0.000061181,0.00008313002,0.00008625091],"domain_scores_gemma":[0.9990581,0.0001020907,0.0001784146,0.0001293649,0.0001907469,0.0003412761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008659534,0.0001186996,0.9225155,0.00008343958,0.00006902195,0.0004903235,0.0004506442,0.0006506749,0.0235968,0.0004639984,0.00484369,0.04585116],"study_design_scores_gemma":[0.00002464467,0.0001217139,0.9931244,0.000008421677,0.00003050251,0.0002476788,0.000201662,0.000630117,0.001598309,0.0001104899,0.003896563,0.000005526027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922838,0.0001532123,0.0002145189,0.00004948926,0.000007522186,0.00002285194,0.002795573,0.00005069945,0.004422359],"genre_scores_gemma":[0.9881521,0.00008020229,0.0007756581,0.00004940847,0.00001585334,0.00001676102,0.008976138,0.0000218938,0.001911927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006512573,"threshold_uncertainty_score":0.01294935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008498900602058612,"score_gpt":0.2234260770374812,"score_spread":0.2149271764354226,"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."}}