{"id":"W4394822611","doi":"10.1051/0004-6361/202449229","title":"PDRs4All","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"HORIZON EUROPE European Research Council; Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación; European Regional Development Fund; Canadian Space Agency; Nuclear Safety and Security Commission; Space Telescope Science Institute; Deutsche Forschungsgemeinschaft; Agencia Estatal de Investigación; Japan Society for the Promotion of Science; National Aeronautics and Space Administration","keywords":"Sulfur; Ionization; Bar (unit); Physics; Astrochemistry; Line (geometry); Photodissociation; Abundance (ecology); Molecular cloud; Astrophysics; Hydrogen; Orion Nebula; Interstellar medium; Chemistry; Analytical Chemistry (journal); Ion; Environmental chemistry; Stars; Galaxy; Photochemistry","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":[0.001709323,0.001865105,0.0008826383,0.002093345,0.001838953,0.007685105,0.002967769,0.003339194,0.7343231],"category_scores_gemma":[0.004980814,0.0005310159,0.0008749277,0.001938296,0.001034876,0.003679281,0.005184912,0.002176962,0.7211983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828163,"about_ca_system_score_gemma":0.002377754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003681376,"about_ca_topic_score_gemma":0.00211479,"domain_scores_codex":[0.9977725,0.0003130635,0.0001479624,0.0006547112,0.0008145425,0.0002972115],"domain_scores_gemma":[0.9976617,0.0002992101,0.0002286682,0.0005279663,0.0005671218,0.0007152866],"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":[0.0003026475,0.0000897475,0.0009799328,0.0008019526,0.00002460285,0.0004792746,0.0001695105,0.0002529682,0.001738962,0.02281425,0.7221905,0.2501557],"study_design_scores_gemma":[0.00001567346,0.0000132599,0.0001843659,0.00006303011,0.000003160749,0.0001670276,0.00002453533,0.00005290717,0.0002657323,0.001406852,0.9977975,0.000006128072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002371734,0.003344537,0.007992648,0.006899829,0.0038102,0.0003537323,0.03105436,0.01941982,0.9247532],"genre_scores_gemma":[0.02143517,0.002883489,0.006839258,0.004605936,0.001419509,0.0003217167,0.05123334,0.01211521,0.8991464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7343231,"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."}}