{"id":"W4415760462","doi":"10.1016/j.aeaoa.2025.100389","title":"Pressure-liquefied ammonia jet dispersion: Multi-model intercomparison using Desert Tortoise and FLADIS field data","year":2025,"lang":"en","type":"article","venue":"Atmospheric Environment X","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; Canada Excellence Research Chairs, Government of Canada; Defense Threat Reduction Agency; Danmarks Tekniske Universitet; California Student Aid Commission","keywords":"Range (aeronautics); Tortoise; Dispersion (optics); Desert (philosophy); Atmospheric dispersion modeling; Plume; Precipitation; Jet (fluid)","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":[0.003736659,0.0009422523,0.000744953,0.0009736514,0.0007654323,0.001053729,0.001091568,0.001089738,0.0005291281],"category_scores_gemma":[0.003099857,0.0003742005,0.001282622,0.0008530279,0.0004955499,0.00134395,0.0008004435,0.0008459234,0.0001153767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199651,"about_ca_system_score_gemma":0.0009710541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09000467,"about_ca_topic_score_gemma":0.06724198,"domain_scores_codex":[0.9992872,0.0002818897,0.00006416874,0.0001758545,0.0001035619,0.00008741625],"domain_scores_gemma":[0.9984316,0.0007935438,0.0001655664,0.0001780375,0.0003362772,0.00009500732],"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":[0.0009100232,0.0007654384,0.115203,0.0001035929,0.0004923011,0.0002172186,0.0004488268,0.8587491,0.005488684,0.0006684564,0.0009908371,0.01596252],"study_design_scores_gemma":[0.0001739379,0.0007069783,0.08456022,0.00002071046,0.0001227678,0.00004474346,0.0004692092,0.9083632,0.004107446,0.0003891972,0.0009601068,0.00008151931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964877,0.00005891383,0.001840461,0.00007364229,0.000009769038,0.0000351078,0.0004517171,0.000124042,0.0009186248],"genre_scores_gemma":[0.9925304,0.0000441665,0.005396857,0.00003131035,0.000008040871,0.00004852925,0.001595177,0.00002905169,0.0003164073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09000467,"threshold_uncertainty_score":0.1789616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773987953469961,"score_gpt":0.2684778445220219,"score_spread":0.2407379649873223,"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."}}