{"id":"W3121748407","doi":"","title":"Towards a complete treatment of the cosmological recombination problem","year":2011,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Physics; Recombination; Cosmic microwave background; Photon; Radiative transfer; Planck; Astrophysics; Cosmic background radiation; Quantum mechanics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257402,0.000806588,0.0009075089,0.0007764716,0.001145517,0.001423624,0.00220222,0.001451976,0.004422544],"category_scores_gemma":[0.002435332,0.0005034193,0.00161016,0.0007752572,0.001608648,0.003732179,0.002213633,0.004136018,0.00116437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227018,"about_ca_system_score_gemma":0.001407734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037643,"about_ca_topic_score_gemma":0.001364244,"domain_scores_codex":[0.9994583,0.0001837538,0.00002528872,0.00005676532,0.0002108024,0.00006526556],"domain_scores_gemma":[0.9993827,0.0001589239,0.00008530581,0.0001996012,0.0001265592,0.00004693975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006012761,0.00001565081,0.0001412599,0.00004148604,0.00001025132,0.00008677526,0.0001017566,0.01851409,0.0007097465,0.9690198,0.002152248,0.009200934],"study_design_scores_gemma":[0.00001167164,0.00001555731,0.0001867749,0.00002583861,0.000008169411,0.0001925977,0.00004311689,0.1522249,0.0005417248,0.8193331,0.02739158,0.00002499339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01494817,0.001459976,0.9545679,0.003012516,0.0004715366,0.00003234974,0.0001143072,0.0002458002,0.02514742],"genre_scores_gemma":[0.2365238,0.004286692,0.7173856,0.001685292,0.002017667,0.0003586683,0.0002708477,0.001021423,0.03644991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004422544,"threshold_uncertainty_score":0.01479489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579952115105247,"score_gpt":0.2067532013649974,"score_spread":0.180953680213945,"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."}}