{"id":"W2916830360","doi":"10.1046/j.1468-4004.2003.45318.x","title":"The 2004 RAS National Astronomy Meeting","year":2004,"lang":"en","type":"article","venue":"Astronomy & Geophysics","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space Science; Event (particle physics); Astronomy; Library science; Physics; Astrophysics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003682955,0.0004109413,0.000283898,0.00006481287,0.001218978,0.0001826349,0.0006051437,0.00004945337,0.0002274294],"category_scores_gemma":[0.000009334194,0.0003642457,0.0002548737,0.000260411,0.0002866263,0.0004570647,0.0001718529,0.0004349031,0.001011657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273735,"about_ca_system_score_gemma":0.001031587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347204,"about_ca_topic_score_gemma":0.000005758099,"domain_scores_codex":[0.9976291,0.00005779014,0.0005346393,0.000507892,0.0004558529,0.0008146949],"domain_scores_gemma":[0.9987282,0.0001338023,0.000305253,0.0004310083,0.0002058563,0.000195919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007202156,0.0005627263,0.02766671,0.000009530549,0.0007122318,0.000002073879,0.000885696,0.01656852,0.0002741715,0.3202222,0.007558614,0.6254655],"study_design_scores_gemma":[0.001383396,0.00004989839,0.004150567,0.00003530583,0.00003519255,9.485219e-7,0.0009182754,0.000008156081,0.001212158,0.02131286,0.9703904,0.0005028175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1012366,0.0001853506,0.6699203,0.0007180958,0.00161437,0.0009281441,0.00009163324,0.0002077621,0.2250977],"genre_scores_gemma":[0.8934619,7.09373e-7,0.1014017,0.00009830433,0.001797024,0.0002663006,0.0001445493,0.00005906215,0.002770439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9628318,"threshold_uncertainty_score":0.999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006273670235049574,"score_gpt":0.2168747193939556,"score_spread":0.210601049158906,"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."}}