{"id":"W4390628703","doi":"10.1051/0004-6361/202348728","title":"PDRs4All","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; National Aeronautics and Space Administration; Agence Nationale de la Recherche; Space Telescope Science Institute; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Physics; Astrophysics; Context (archaeology); Interstellar medium; Dust lane; Cosmic dust; Astrochemistry; Molecular cloud; Extinction (optical mineralogy); Star formation; Stars; Galaxy","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":[0.001535134,0.0008923834,0.0003582614,0.001070098,0.0008476736,0.002225941,0.001564371,0.0007005672,0.06457689],"category_scores_gemma":[0.00157936,0.0003610061,0.0004634556,0.000793162,0.0004422724,0.002044375,0.002927286,0.001316726,0.03475273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043671,"about_ca_system_score_gemma":0.001159486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007619202,"about_ca_topic_score_gemma":0.00770818,"domain_scores_codex":[0.9990488,0.00008723668,0.00002275227,0.0003023317,0.0003707965,0.0001682126],"domain_scores_gemma":[0.9987791,0.0001108715,0.0002009708,0.0002613233,0.0002357102,0.000411978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001470373,0.0003934156,0.0290339,0.001046575,0.000167434,0.0006386578,0.0006336333,0.001430199,0.02628897,0.01421337,0.7467511,0.1779322],"study_design_scores_gemma":[0.0001235558,0.000126004,0.01195049,0.00007526768,0.00003480005,0.0002798911,0.0001081106,0.001254818,0.005985254,0.001915956,0.9781191,0.00002669284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1001521,0.003735375,0.03249801,0.008034585,0.00208357,0.0008908832,0.2247884,0.1243551,0.5034619],"genre_scores_gemma":[0.2527342,0.001792804,0.05878281,0.00466285,0.001262843,0.000828544,0.4698884,0.03989713,0.1701504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06457689,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006936543639763463,"score_gpt":0.2179922595533701,"score_spread":0.2110557159136066,"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."}}