{"id":"W4392270980","doi":"10.1093/mnras/stae593","title":"The impact of ionization morphology and X-ray heating on the cosmological 21-cm skew spectrum","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; University of Toronto; Australian Government; Commonwealth Scientific and Industrial Research Organisation; Australian Research Council; Curtin University of Technology; Astronomy Australia Limited; Swinburne University of Technology; National Computational Infrastructure","keywords":"Skew; Morphology (biology); Ionization; Astrophysics; Physics; Spectrum (functional analysis); Astronomy; Biology; Zoology; Ion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006384627,0.0003190025,0.0002373187,0.0003706476,0.0002365031,0.0006208639,0.0004378413,0.0003772615,0.001632926],"category_scores_gemma":[0.002809238,0.0001663494,0.0003731428,0.0002501584,0.0003756503,0.0003975361,0.0004919799,0.0004160554,0.0001520645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736346,"about_ca_system_score_gemma":0.0001785656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599662,"about_ca_topic_score_gemma":0.003253524,"domain_scores_codex":[0.9998547,0.00005648903,0.00000558048,0.00002391631,0.0000225216,0.00003671681],"domain_scores_gemma":[0.9989579,0.0006238213,0.0001312136,0.00008585583,0.00007801243,0.0001231808],"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":[0.000381838,0.0001167091,0.1386697,0.0000794105,0.0002021252,0.000319156,0.0001345889,0.8354579,0.01364029,0.003944273,0.0008642965,0.006189659],"study_design_scores_gemma":[0.000087058,0.0002933127,0.1098247,0.0000245365,0.00005293378,0.0001507634,0.0001767796,0.8805375,0.00605009,0.001985425,0.0007840752,0.00003284377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975516,0.00005518241,0.0007777489,0.00006324263,0.000004414388,0.000005893301,0.0001974265,0.00004979095,0.001294789],"genre_scores_gemma":[0.9991521,0.0000203407,0.0003762055,0.00001644033,0.000002319695,0.000004573065,0.0002475098,0.0000241184,0.0001563727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599662,"threshold_uncertainty_score":0.007157445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072133119505926,"score_gpt":0.2564323665759539,"score_spread":0.2457110353808946,"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."}}