{"id":"W4408222963","doi":"10.23919/usnc-ursinrsm66067.2025.10907158","title":"Status of the MIST Global 21-cm Experiment","year":2025,"lang":"en","type":"article","venue":"","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mist; Computer science; Environmental science; Physics; Meteorology","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":[0.00001607719,0.00005401688,0.00007674569,0.00001156274,0.00005323799,0.000008149629,0.0001524812,0.00001571592,0.0003480203],"category_scores_gemma":[0.000001364904,0.00003680195,0.00005648328,0.0001741994,0.00005963496,0.00002137483,0.00006648312,0.00003646669,0.000004157592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072184,"about_ca_system_score_gemma":0.00008033975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007613473,"about_ca_topic_score_gemma":0.000009475417,"domain_scores_codex":[0.9996071,0.000007930786,0.0001178961,0.00008727744,0.00003771713,0.00014209],"domain_scores_gemma":[0.9996617,0.000007363582,0.00003587296,0.000257303,0.00002210596,0.00001562967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001333125,0.00004971577,0.3476264,0.000001062145,0.00003156794,1.221523e-8,0.000008421964,0.00001612296,0.0002463203,0.6304417,0.002350666,0.0192267],"study_design_scores_gemma":[0.001170362,0.00004249802,0.4315683,0.00002809736,0.00004324537,1.411102e-7,0.00223695,0.0004578344,0.1144944,0.04048692,0.4092748,0.0001964194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7230008,0.00007216317,0.01608084,0.000992571,0.0001735587,0.0001434438,0.00002719356,0.00002346713,0.2594859],"genre_scores_gemma":[0.9963271,3.671217e-7,0.00154903,0.00003586457,0.00001457512,0.00001741548,0.000003265473,0.000001518266,0.002050879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5899548,"threshold_uncertainty_score":0.3810578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007772067486653923,"score_gpt":0.2595289183056565,"score_spread":0.2517568508190026,"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."}}