{"id":"W4408520624","doi":"10.1051/0004-6361/202453441","title":"PDRs4All","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Molecular Spectroscopy and Structure","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Space Agency; Natural Sciences and Engineering Research Council of Canada; Centre National d’Etudes Spatiales; European Cooperation in Science and Technology","keywords":"Rotational–vibrational spectroscopy; Physics; Astrophysics; Infrared; Bar (unit); Astronomy; Spectral line","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":[0.001297961,0.001585828,0.0008700412,0.001547611,0.001430749,0.005914601,0.002624999,0.002930209,0.6572326],"category_scores_gemma":[0.003081794,0.0004544149,0.0007329275,0.001552859,0.0009330373,0.002351836,0.003601686,0.001841392,0.6529141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653959,"about_ca_system_score_gemma":0.002151749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547542,"about_ca_topic_score_gemma":0.001449447,"domain_scores_codex":[0.9983634,0.0002191816,0.0001183263,0.0005127275,0.0005674894,0.0002189177],"domain_scores_gemma":[0.9984054,0.0001891017,0.0001901805,0.000316922,0.0003939587,0.0005044187],"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":[0.0005451789,0.0001597647,0.001292079,0.001182649,0.0000425917,0.0006922334,0.0001938695,0.0003609662,0.005452718,0.02679898,0.64536,0.317919],"study_design_scores_gemma":[0.0000243897,0.0000224911,0.0002363332,0.00006580058,0.000005061233,0.000221508,0.00002905702,0.00006532807,0.0007038328,0.001196881,0.9974233,0.000006038618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004098445,0.004392433,0.0083113,0.007239399,0.003472341,0.0003310762,0.02782383,0.01558625,0.9287448],"genre_scores_gemma":[0.03318465,0.003478247,0.007224766,0.004405298,0.0009858529,0.0003312048,0.04347064,0.007749118,0.8991703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6572326,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002022718357742166,"score_gpt":0.2000776753580669,"score_spread":0.1980549570003247,"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."}}