{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001257358,0.0001817098,0.0003531532,0.00001588455,0.00002350674,0.00001132649,0.0003197007,0.0001536065,0.0001778343],"category_scores_gemma":[0.0000362965,0.0001297663,0.0003337177,0.00009233723,0.0001855086,0.00003312251,0.00007600884,0.00031529,0.000001149159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184844,"about_ca_system_score_gemma":0.00005136198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731442,"about_ca_topic_score_gemma":0.000008431252,"domain_scores_codex":[0.9988731,0.00005122622,0.0004102515,0.000250597,0.0002151473,0.0001997256],"domain_scores_gemma":[0.9993931,0.0001277101,0.0001726361,0.0002479638,0.00001605763,0.00004253594],"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":[0.0002358686,0.0001062217,0.01118886,0.001210614,0.0001967018,5.464815e-7,0.0003663909,0.5759329,0.4102427,0.00009372774,0.00008440841,0.00034108],"study_design_scores_gemma":[0.0006393955,0.00009102854,0.05467021,0.000269747,0.0001633861,1.385346e-7,0.00007934472,0.6991668,0.2446913,0.00006335259,0.000009893321,0.0001554092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987077,0.0003968517,0.0002880005,0.00008597954,0.00004757771,0.0002770401,0.0001050582,0.00001691948,0.00007490826],"genre_scores_gemma":[0.9991897,1.05136e-7,0.0006397392,0.000002811003,0.00005772466,0.00001789208,0.00006412465,0.00001590522,0.00001196657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655514,"threshold_uncertainty_score":0.5291715,"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."}}