{"id":"W2025177494","doi":"10.1051/0004-6361/201321580","title":"<i>Planck</i>2013 results. XII. Diffuse component separation","year":2014,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Instituto de Física de Cantabria; Institut National de Physique Nucléaire et de Physique des Particules; Ministério da Ciência, Tecnologia e Ensino Superior; Ministerio de Ciencia e Innovación; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; China Scholarship Council; Science and Technology Facilities Council; Tekes; Centre National d’Etudes Spatiales; Partnership for Advanced Computing in Europe AISBL; Max-Planck-Gesellschaft; UK Space Agency; Science Foundation Ireland","keywords":"Physics; Astrophysics; Planck; Component (thermodynamics); Separation (statistics); Astronomy; Statistics; Thermodynamics","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":[0.00007667149,0.0002306536,0.0002533182,0.00002551578,0.0001967367,0.00007079173,0.0001192767,0.00003100455,0.00002912729],"category_scores_gemma":[0.000003776418,0.0002204479,0.00006739143,0.00006540767,0.00005848695,0.000157221,0.00007632203,0.000192026,0.00005141977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001299457,"about_ca_system_score_gemma":0.00001333665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004669081,"about_ca_topic_score_gemma":0.00000175019,"domain_scores_codex":[0.9988829,0.00004743512,0.0002755117,0.0003433405,0.0001246462,0.0003261383],"domain_scores_gemma":[0.9993001,0.00009640796,0.0001431388,0.0002639828,0.00004261676,0.0001537551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005325481,0.0001527139,0.0002445056,0.000004453217,0.0000375694,3.269005e-7,0.00005607961,0.0007500646,0.001207368,0.5529153,0.0001317375,0.4444466],"study_design_scores_gemma":[0.00887346,0.001086102,0.005202793,0.0001022249,0.0001933936,0.000003028308,0.0006131738,0.1793949,0.002932278,0.3652723,0.434551,0.001775315],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1068836,0.000007026662,0.8889405,0.0001254288,0.0001334449,0.0001321507,0.0002207345,0.00003310304,0.003523925],"genre_scores_gemma":[0.9306468,0.000001671003,0.06843565,0.00003527945,0.0004011898,0.00001740851,0.0003297616,0.00002316874,0.0001091157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8237631,"threshold_uncertainty_score":0.8989602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005774741837161109,"score_gpt":0.226637890742202,"score_spread":0.2208631489050409,"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."}}