{"id":"W4322011453","doi":"10.5194/egusphere-egu23-11108","title":"Droplet Growth and Its Impact on Visibility During Freezing Fog Events from CFACT","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Visibility; Liquid water content; Fog; Relative humidity; Environmental science; Meteorology; Atmospheric sciences; Air temperature; Cold weather; Chemistry; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.0001781339,0.0004874196,0.0005397658,0.0002891326,0.00009072371,0.00008070844,0.0003583657,0.0005143989,0.00002925313],"category_scores_gemma":[0.0002664182,0.000413723,0.0001630921,0.0001372501,0.00001964405,0.00007274375,0.0007711489,0.001016863,0.00009973283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946311,"about_ca_system_score_gemma":0.00001944348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673374,"about_ca_topic_score_gemma":0.00005715787,"domain_scores_codex":[0.9983144,0.000029311,0.0003462805,0.0006292105,0.000241299,0.0004395157],"domain_scores_gemma":[0.9988821,0.000212421,0.00006202192,0.0007309779,0.00002669473,0.00008580098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003512294,0.0003348835,0.466495,0.00841781,0.004397867,0.0004494523,0.003510459,0.4114331,0.07969981,0.0009782695,0.005835403,0.01809668],"study_design_scores_gemma":[0.0005732016,0.00008054122,0.6003074,0.001285692,0.00007854727,0.00000467619,0.000105362,0.05036233,0.3256183,0.02047466,0.000003339826,0.001105972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906294,0.00009575604,0.001441274,0.00007728441,0.0007110066,0.00027158,0.0001573112,0.005933755,0.0006826377],"genre_scores_gemma":[0.9989479,0.0002400429,0.0004234632,0.00000854152,0.0001135588,0.00002213813,0.00005156756,0.000102937,0.00008980277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3610708,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159790802168473,"score_gpt":0.2684508862330958,"score_spread":0.246852978211411,"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."}}