{"id":"W4407729199","doi":"10.1093/mnras/staf278","title":"PAMS: The Perseus Arm Molecular Survey–I. Survey description and first results","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Science and Technology Facilities Council; Canadian Space Agency; National Aeronautics and Space Administration","keywords":"Physics; Astronomy; Survey research; Astrophysics","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":[0.0008331498,0.0006960814,0.0002792162,0.002835142,0.0002944062,0.0006172157,0.0006084405,0.0002310866,0.01045013],"category_scores_gemma":[0.001257083,0.0002559483,0.0002509154,0.002851944,0.0001539141,0.0003899968,0.0009297157,0.0003053946,0.008619609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000753935,"about_ca_system_score_gemma":0.0005606656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02113969,"about_ca_topic_score_gemma":0.01912344,"domain_scores_codex":[0.9994924,0.00008996078,0.00003644216,0.0001410759,0.0001621134,0.00007787128],"domain_scores_gemma":[0.9993543,0.00005876995,0.0001173407,0.0001089421,0.0002265335,0.0001340922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005810595,0.0001513578,0.6877315,0.0005545354,0.0002045176,0.0002219503,0.0001922975,0.002269276,0.005443694,0.001057811,0.1509939,0.150598],"study_design_scores_gemma":[0.00007403953,0.0001311408,0.9089111,0.00006728125,0.0000499531,0.0002252835,0.0001253449,0.000708216,0.001807224,0.0002591003,0.08762253,0.00001868043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.204778,0.00193158,0.006223606,0.0008098513,0.00008908632,0.001599962,0.7423189,0.002144822,0.04010416],"genre_scores_gemma":[0.342578,0.001738059,0.01634642,0.0006475046,0.0002361211,0.002358758,0.618633,0.0004013201,0.01706074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02113969,"threshold_uncertainty_score":0.04203326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173892114769678,"score_gpt":0.2138043951329668,"score_spread":0.20206547398527,"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."}}