{"id":"W6929653132","doi":"10.48660/25070074","title":"Creating Mock Maps for Line Intensity Mapping Experiments","year":2025,"lang":"en","type":"other","venue":"PIRSA","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Line (geometry); Intensity (physics); Feature (linguistics); Process (computing); Calibration","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":[0.00007202692,0.0001906788,0.0004183885,0.0001437605,0.0000427913,0.00001233354,0.0000844794,0.0002259937,0.0001967729],"category_scores_gemma":[0.0009048902,0.0001732047,0.0001083723,0.00007443479,0.00002372493,0.000009634642,0.0001010184,0.0001691247,0.00005606835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004951059,"about_ca_system_score_gemma":0.00006843556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005984054,"about_ca_topic_score_gemma":0.00001530313,"domain_scores_codex":[0.9991984,0.000008797586,0.0001759827,0.0002717192,0.0001297089,0.0002153545],"domain_scores_gemma":[0.9993277,0.0001332987,0.0001009653,0.0002785604,0.00006683975,0.00009265019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319756,0.0001317897,0.001424959,0.0007546223,0.000299273,0.00007986341,0.0001331136,8.793041e-7,0.0003565027,0.0002088325,0.9850675,0.01141071],"study_design_scores_gemma":[0.001873912,0.0001830033,0.0006931082,0.005797682,0.0002329954,0.00001624877,0.000178145,0.000241409,0.002507108,0.0002153726,0.9877571,0.000303927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001323924,0.002206299,0.008225973,0.0003043941,0.0005052135,0.0006850914,0.0002137577,0.0003354092,0.9873915],"genre_scores_gemma":[0.006027835,0.0000956646,0.01701793,0.0008429755,0.001126201,0.00006745583,0.0006133592,0.0001806016,0.974028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01336349,"threshold_uncertainty_score":0.7063081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047966692832032,"score_gpt":0.3138784503602812,"score_spread":0.2733987834319609,"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."}}