{"id":"W4399024013","doi":"10.1093/mnras/stae1325","title":"The <scp>thesan</scp> project: connecting ionized bubble sizes to their local environments during the Epoch of Reionization","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Aeronautics and Space Administration; National Science Foundation","keywords":"Reionization; Physics; Bubble; Epoch (astronomy); Dark Ages; Astrophysics; Astronomy; Ionization; Stars; Galaxy; Ion; Redshift; Mechanics","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":[0.00121865,0.0004584837,0.0003994193,0.0005219051,0.0003483353,0.00102808,0.001338442,0.0005793243,0.00620484],"category_scores_gemma":[0.002081744,0.0003095416,0.0006901924,0.0006150798,0.0004779425,0.001233404,0.0014016,0.0006066351,0.000921101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008181144,"about_ca_system_score_gemma":0.0005284011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02860304,"about_ca_topic_score_gemma":0.02299575,"domain_scores_codex":[0.9997564,0.00008858649,0.000005759111,0.00005134607,0.00005505998,0.00004284743],"domain_scores_gemma":[0.9986784,0.00051601,0.0001490188,0.0002059381,0.0001816417,0.0002688735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009784719,0.0006037457,0.1382999,0.0002642803,0.0004689573,0.0002838761,0.0004109058,0.7452081,0.004497682,0.01377128,0.06703705,0.02817577],"study_design_scores_gemma":[0.0002100749,0.00009927277,0.03214037,0.0000134383,0.00003489594,0.00006110153,0.00007094698,0.9524255,0.002031376,0.004115272,0.008768168,0.0000296344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398934,0.0003145972,0.01048119,0.0009812821,0.0001061595,0.00007277283,0.02440701,0.004272943,0.01947069],"genre_scores_gemma":[0.9555155,0.000139788,0.01399158,0.0002030435,0.00005268218,0.00008430029,0.02547915,0.001345597,0.00318837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02860304,"threshold_uncertainty_score":0.05687314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006511943272632115,"score_gpt":0.2005127639586725,"score_spread":0.1940008206860404,"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."}}