{"id":"W4386939794","doi":"10.2139/ssrn.4571137","title":"Size and Velocity Correlation for Splashing Droplets Generated by Jet Impingement","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Jet (fluid); Mechanics; Physics; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009770829,0.0002882245,0.0002986453,0.00009373065,0.0001806947,0.0001619235,0.0001602092,0.0002811605,0.000007932372],"category_scores_gemma":[0.00003279019,0.0002957608,0.0001172803,0.00007291875,0.00001532544,0.00007339011,0.0000545205,0.002467735,0.00000569857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129629,"about_ca_system_score_gemma":0.0004409614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005343467,"about_ca_topic_score_gemma":0.0007824872,"domain_scores_codex":[0.9977461,0.00002518484,0.0003772519,0.000263374,0.0001829059,0.00140517],"domain_scores_gemma":[0.9995799,0.00008638742,0.000045052,0.0001309413,0.00007198128,0.00008575475],"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":[0.0002081647,0.0001157988,0.002291144,0.001338423,0.003915975,0.00001525855,0.001224993,0.8630749,0.03142863,0.05342041,0.0133239,0.02964243],"study_design_scores_gemma":[0.0009303595,0.0001189266,0.0007042187,0.0001267603,0.0001444166,0.0000436966,0.00008001367,0.9398146,0.0001112712,0.05638544,0.001062714,0.0004775597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4113755,0.004322679,0.5818656,0.000393306,0.001256473,0.0004290543,0.0001034402,0.0002028852,0.00005105752],"genre_scores_gemma":[0.9712141,0.02660005,0.000794437,0.00003353841,0.000404483,0.00005566275,0.0002069252,0.0001447766,0.0005459978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5810712,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009899218945121257,"score_gpt":0.221546700630966,"score_spread":0.2116474816858448,"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."}}