{"id":"W4416926517","doi":"10.1051/0004-6361/202557445","title":"PDRs4All","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; European Social Fund; Centre National d’Etudes Spatiales; Canadian Space Agency; Space Telescope Science Institute; Agencia Estatal de Investigación; National Aeronautics and Space Administration","keywords":"Rotational–vibrational spectroscopy; Excitation; Excited state; Telescope; Bar (unit); Line (geometry); Ultraviolet; Photodissociation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009974764,0.00141823,0.0005647289,0.001465727,0.001310211,0.004367384,0.002357073,0.00187226,0.4938131],"category_scores_gemma":[0.002377364,0.000487373,0.0007443041,0.001358891,0.0006133675,0.003011395,0.003729005,0.001659513,0.3781263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523902,"about_ca_system_score_gemma":0.001503881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957752,"about_ca_topic_score_gemma":0.00469332,"domain_scores_codex":[0.9986483,0.0001375664,0.0000658814,0.0003321708,0.0005904571,0.0002255899],"domain_scores_gemma":[0.9988871,0.0001038833,0.0001192413,0.0002830818,0.0002900462,0.0003166697],"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":[0.0003122664,0.00006624858,0.001576732,0.0006139281,0.00003760322,0.0003496554,0.0001765424,0.0006059443,0.003914338,0.03277415,0.8241351,0.1354376],"study_design_scores_gemma":[0.00001227473,0.000008937792,0.000244482,0.00002354637,0.000003409463,0.00008122278,0.00001842959,0.0001308886,0.0005536887,0.001048167,0.9978691,0.000005893261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006087316,0.00212695,0.01479331,0.003403743,0.00311605,0.0002738255,0.04956455,0.03983257,0.8808017],"genre_scores_gemma":[0.05341877,0.001987755,0.01463061,0.002871512,0.001231435,0.0002726754,0.1338816,0.02207564,0.76963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4938131,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00518196867093248,"score_gpt":0.2165090506437068,"score_spread":0.2113270819727743,"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."}}