{"id":"W3146673882","doi":"10.1088/1538-3873/abf329","title":"The Breakthrough Listen Search for Intelligent Life: MeerKAT Target Selection","year":2021,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of the Pacific","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Breakthrough Prize Foundation","keywords":"Search for extraterrestrial intelligence; Ethernet; Telescope; Radio telescope; Physics; Remote sensing; Computer science; Telecommunications; Astronomy; Computer network; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005071891,0.0001010601,0.000150013,0.000008879781,0.00067355,0.0001143741,0.0008357438,0.00003956165,0.00006978189],"category_scores_gemma":[0.00005810382,0.00005621432,0.0006201409,0.0004331652,0.0003837723,0.0001283368,0.0002410766,0.0001709827,0.000005726894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005091487,"about_ca_system_score_gemma":0.0004184856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217287,"about_ca_topic_score_gemma":0.000005737406,"domain_scores_codex":[0.998921,0.00009017238,0.0003143091,0.000206597,0.0001964625,0.0002714426],"domain_scores_gemma":[0.998649,0.0002259887,0.0002114048,0.0006005997,0.0002459557,0.00006707462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005856567,0.0005757088,0.7296515,0.00002807713,0.0006718191,5.524422e-10,0.001741136,0.01269478,0.01283042,0.1029808,0.1331867,0.005580398],"study_design_scores_gemma":[0.001343288,0.000108333,0.2573014,0.00006652892,0.0002495774,8.788028e-7,0.03435115,0.0298884,0.3529321,0.01742432,0.3058081,0.0005259505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8287184,0.0001671778,0.0276077,0.1387471,0.0009479628,0.001187788,0.0002687751,0.0000301914,0.002324991],"genre_scores_gemma":[0.994155,0.000003563461,0.003181572,0.00002204123,0.0002584487,0.00007036547,0.00002030069,0.000009700461,0.002278979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723501,"threshold_uncertainty_score":0.518047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508746922114097,"score_gpt":0.2705096884502997,"score_spread":0.2454222192291587,"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."}}