{"id":"W1528188706","doi":"10.1108/09504121211251880","title":"The SAO/NASA Astrophysics Data Service","year":2012,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Astronomy; Astrophysics; Astrobiology; Computer science; Physics","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":[0.001540588,0.001370876,0.001134464,0.008398523,0.0007531142,0.003165419,0.001398692,0.0009933808,0.1843345],"category_scores_gemma":[0.01276067,0.000552654,0.0005474333,0.01202722,0.0003118523,0.002091656,0.001255707,0.00128426,0.1939308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464154,"about_ca_system_score_gemma":0.006936588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04230246,"about_ca_topic_score_gemma":0.02387726,"domain_scores_codex":[0.9987758,0.00009080886,0.0001455446,0.0001196256,0.0007785348,0.0000897509],"domain_scores_gemma":[0.9859649,0.001178932,0.001210786,0.002061742,0.008706886,0.0008768657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006149441,0.00001900834,0.0009727793,0.0001770417,0.00001135159,0.00001436479,0.00001147852,0.00008912441,0.0002156857,0.000800804,0.9738914,0.02373547],"study_design_scores_gemma":[0.00002558643,0.00001080828,0.00318473,0.00007485988,0.000009284377,0.00001296786,0.00001850117,0.0001687795,0.0001893093,0.0003564701,0.9959399,0.000008978839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.001529399,0.001190284,0.0008927983,0.002610581,0.002964512,0.0001119401,0.8408593,0.003185894,0.1466553],"genre_scores_gemma":[0.0071258,0.003647399,0.002663774,0.0007145071,0.001344454,0.0001957743,0.8375229,0.001795595,0.1449898],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1843345,"threshold_uncertainty_score":0.6166602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1693880818615496,"score_gpt":0.3028630478490553,"score_spread":0.1334749659875057,"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."}}