{"id":"W6959875478","doi":"10.1051/0004-6361/202450988/pdf","title":"PDRs4All","year":2024,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Natural Sciences; Japan Society for the Promotion of Science; Space Telescope Science Institute; HORIZON EUROPE Framework Programme; Natural Sciences and Engineering Research Council of Canada; National Science and Technology Council; National Astronomical Observatory of Japan; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; National Radio Astronomy Observatory; Canadian Space Agency; UK Research and Innovation; National Science Foundation","keywords":"Photoionization; Line (geometry); Excited state; Absorption (acoustics); Nebula; Spectral line; Fluorescence; Emission spectrum; Photon; Interstellar medium","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":[0.001166152,0.001644378,0.0008644542,0.001751576,0.001588127,0.006966752,0.003682765,0.002674276,0.7449871],"category_scores_gemma":[0.003746308,0.0006788733,0.0008201692,0.001519892,0.0008153442,0.003286171,0.004327714,0.001862981,0.7343165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319395,"about_ca_system_score_gemma":0.001587297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002576401,"about_ca_topic_score_gemma":0.002115475,"domain_scores_codex":[0.9988185,0.0001307813,0.00006926138,0.0003272754,0.0004823978,0.0001718278],"domain_scores_gemma":[0.9985447,0.0001650295,0.0001190104,0.0004230997,0.0003118882,0.0004363293],"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":[0.0003329129,0.00009232798,0.000731636,0.0006588527,0.00002749634,0.0002982757,0.0001586977,0.0002537237,0.003901575,0.01619466,0.7830009,0.194349],"study_design_scores_gemma":[0.0000224198,0.00001542514,0.0001704848,0.0000346395,0.000003392122,0.0001432075,0.00001933537,0.00007342356,0.0004979211,0.001302919,0.9977105,0.000006409307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002317746,0.002022129,0.0114116,0.003405245,0.001744461,0.0003238611,0.03876643,0.05202956,0.8879789],"genre_scores_gemma":[0.02039418,0.00211084,0.009415176,0.003388169,0.0006179453,0.0003609813,0.07204252,0.02579651,0.8658737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7449871,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073591905375058,"score_gpt":0.2337227094341078,"score_spread":0.2229867903803572,"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."}}