{"id":"W4306924574","doi":"10.3847/1538-3881/ac92e7","title":"Search for Extraterrestrial Intelligence with the ngVLA","year":2022,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Search for extraterrestrial intelligence; Extraterrestrial life; Physics; Telescope; Telecommunications; Astrobiology; Remote sensing; Computer science; Astronomy; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001076825,0.0001111813,0.0001190147,0.00002689437,0.001412183,0.0002670707,0.000842058,0.000008886977,0.0007532024],"category_scores_gemma":[0.000002683639,0.00005317755,0.0001287425,0.0001244407,0.0001967372,0.0001174257,0.0001348924,0.0005768313,0.00002527534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004049684,"about_ca_system_score_gemma":0.0002747327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005486321,"about_ca_topic_score_gemma":0.000001755154,"domain_scores_codex":[0.9988327,0.000180506,0.0001889798,0.0001507977,0.0002529381,0.000394085],"domain_scores_gemma":[0.9993496,0.0002204716,0.0001049112,0.0002000141,0.00002440882,0.0001006171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008985144,0.0007129045,0.1169001,0.000004513929,0.0007890219,0.000006387761,0.006059951,0.4564921,0.006406607,0.1687745,0.05515005,0.1797187],"study_design_scores_gemma":[0.01763442,0.01178616,0.03148609,0.0000859382,0.0008760645,0.0005040632,0.2432355,0.0669027,0.05639218,0.06702629,0.5006981,0.003372456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95458,0.00001578153,0.03693249,0.007167782,0.0004758344,0.0003096501,0.00002159324,0.000007030794,0.000489841],"genre_scores_gemma":[0.9971591,3.010136e-7,0.0003128726,0.00006513455,0.002111067,0.00006107548,0.000004470258,0.00001125212,0.0002747413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455481,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231466458615117,"score_gpt":0.2816129345264777,"score_spread":0.2492982699403266,"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."}}