{"id":"W1976321809","doi":"10.1017/s1743921307003742","title":"Professor Mirek J. Plavec","year":2006,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Astronomical and nuclear sciences","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"University of Pennsylvania","keywords":"Astronomer; Honor; Czech; Art; Library science; Art history; Philosophy; Computer science; Operating system; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001219334,0.00009396261,0.0001015074,0.00003401138,0.00007015263,0.00004817339,0.000620548,0.00001971507,0.0002736449],"category_scores_gemma":[0.000004575339,0.00006483356,0.0001169271,0.00006615344,0.0001279777,0.0002060487,0.0002094896,0.0001115642,0.00002853288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003458728,"about_ca_system_score_gemma":0.00001909823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508398,"about_ca_topic_score_gemma":0.000001448227,"domain_scores_codex":[0.9992626,0.000003672184,0.0002317655,0.0001727902,0.0001750061,0.0001541903],"domain_scores_gemma":[0.9996386,0.00001901192,0.0001820181,0.00004810735,0.00007999458,0.00003227157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003932607,0.0002004131,0.701808,0.00000326183,0.00003510048,9.973347e-9,0.00002888709,0.0001609306,0.02493078,0.2624613,0.006389653,0.003942322],"study_design_scores_gemma":[0.0008658325,0.00006180416,0.7946159,0.00006370433,0.00002468233,7.25914e-7,0.0004407114,0.004024362,0.1339122,0.03752638,0.02818163,0.0002821108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720189,0.000001743173,0.0001497896,0.002616103,0.0003014557,0.00009655055,0.00001586121,0.00001323146,0.02478635],"genre_scores_gemma":[0.9955183,4.101813e-8,0.001411095,0.00001225487,0.0004545336,0.000008075841,0.000005292524,0.000007268065,0.002583166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224935,"threshold_uncertainty_score":0.299622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00463262320889426,"score_gpt":0.1992707861487685,"score_spread":0.1946381629398742,"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."}}