{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009072587,0.0002013053,0.0003160218,0.0007690485,0.0003453875,0.001052161,0.001005896,0.0004676255,0.005878669],"category_scores_gemma":[0.001566455,0.0002003723,0.0002882319,0.0006987992,0.0003441686,0.001080101,0.001657412,0.0005848876,0.002238596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035126,"about_ca_system_score_gemma":0.0004690125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591751,"about_ca_topic_score_gemma":0.004226983,"domain_scores_codex":[0.9994325,0.0001853835,0.00001493307,0.00009951078,0.0001756578,0.00009202566],"domain_scores_gemma":[0.9989674,0.0001954868,0.0001078786,0.0003001763,0.0002422036,0.0001867951],"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":[0.001560313,0.0003419278,0.1737758,0.000408289,0.0002837408,0.0004626883,0.0006584347,0.06452347,0.1274321,0.05884691,0.05532305,0.5163833],"study_design_scores_gemma":[0.0003198719,0.001031394,0.08293559,0.0001960976,0.000122302,0.00102708,0.000801259,0.5776448,0.05234037,0.06923365,0.2141887,0.0001589315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4892043,0.001067126,0.3904853,0.002826412,0.0004679093,0.0001955797,0.005042935,0.01126767,0.09944274],"genre_scores_gemma":[0.8317224,0.0001094054,0.1611684,0.000286497,0.00005928539,0.00007522072,0.003122278,0.0001385137,0.003317949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005878669,"threshold_uncertainty_score":0.01966608,"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."}}