{"id":"W4400223606","doi":"10.1093/mnras/stae1589","title":"Chemical evolution of complex organic molecules in turbulent protoplanetary discs: effect of stochastic ultraviolet irradiation","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Molecular Spectroscopy and Structure","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Japan Society for the Promotion of Science; Department of Atomic Energy, Government of India; National Astronomical Observatory of Japan; Alberta Livestock and Meat Agency; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Fluence; Physics; Astrochemistry; Astrophysics; Flux (metallurgy); Chemical physics; Settling; Oxygen; Diffusion; Irradiation; Chemistry; Nuclear physics; Galaxy; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001946995,0.0005052663,0.0003741125,0.0003474589,0.0004855569,0.0006365199,0.0005496937,0.0006349836,0.0007151265],"category_scores_gemma":[0.0007714502,0.0002725205,0.0006891015,0.0002475154,0.0006233563,0.0004013595,0.0003604184,0.0003951284,0.00005913299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031077,"about_ca_system_score_gemma":0.0005101342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01801533,"about_ca_topic_score_gemma":0.005374765,"domain_scores_codex":[0.999928,0.00001086054,0.000003502635,0.00001643026,0.00001516409,0.00002606737],"domain_scores_gemma":[0.9996626,0.0001319928,0.0000781389,0.00002183742,0.00004069146,0.00006475706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00021576,0.00008823539,0.02241721,0.00004427472,0.00009054932,0.000321953,0.00005614764,0.9521444,0.02222974,0.001202282,0.0001517028,0.001037746],"study_design_scores_gemma":[0.00005489974,0.00006298375,0.005918875,0.000003882528,0.00001987438,0.00002085966,0.00003627572,0.9902455,0.003306482,0.0002133686,0.0001035451,0.00001349102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973534,0.00007696093,0.001490064,0.00006740376,0.00001301647,0.000006671198,0.0001199548,0.00003792956,0.0008346107],"genre_scores_gemma":[0.9991033,0.00003897662,0.0005403393,0.00001460722,0.000004102577,0.000006356548,0.00009995777,0.000009375216,0.0001830106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01801533,"threshold_uncertainty_score":0.0358209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003130502042437687,"score_gpt":0.2007981008537088,"score_spread":0.1976675988112711,"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."}}