{"id":"W4229872653","doi":"10.1063/1.2973617.1","title":"10.1063/1.2973617.1","year":2008,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto; University of Waterloo","funders":"","keywords":"Reionization; Cosmic microwave background; Physics; Astrophysics; Redshift; Galaxy; COSMIC cancer database; Hydrogen line; Structure formation; Dark Ages; Brightness temperature; Galaxy formation and evolution; Astronomy; Quasar; Universe; Brightness; Anisotropy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005361155,0.0006416497,0.0006892931,0.0002966027,0.0002343365,0.0002961309,0.000845091,0.0003395345,0.006131952],"category_scores_gemma":[0.00001971988,0.0006355185,0.0004235068,0.0004285043,0.0002220588,0.0005193828,0.0002688326,0.0006809559,0.008616171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007588215,"about_ca_system_score_gemma":0.0001344176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003739911,"about_ca_topic_score_gemma":0.00001533816,"domain_scores_codex":[0.9976735,0.0000220655,0.0005793253,0.0007410219,0.0003081521,0.0006759037],"domain_scores_gemma":[0.9981532,0.00009213163,0.0003441799,0.001165638,0.00008572768,0.000159139],"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":[0.00001231658,0.000269346,0.0003435843,0.00001426401,0.0001941856,0.00002131691,0.000004510184,0.000004930919,7.844372e-7,0.0003086983,0.9778228,0.02100325],"study_design_scores_gemma":[0.0004595435,0.0001705722,0.0001794325,0.00003242636,0.00005292828,0.00001603377,0.00003120287,0.00001342646,0.00001169103,0.0004580985,0.9979483,0.0006263385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007058504,0.0001033712,0.0003254007,0.00003982573,0.0002788486,0.000357463,0.9777477,0.0001592632,0.02028232],"genre_scores_gemma":[0.007453059,0.000009552331,0.0001232834,0.00003873814,0.000827239,0.0001589314,0.9850131,0.00006094489,0.006315184],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02037691,"threshold_uncertainty_score":0.9996096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00821593717955033,"score_gpt":0.2168631528414194,"score_spread":0.2086472156618691,"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."}}