{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001023084,0.000155659,0.0001658907,0.0003504485,0.000417231,0.0003927791,0.0002134554,0.0001902456,0.000427358],"category_scores_gemma":[0.000419442,0.0001008765,0.0001701303,0.0002127236,0.0001955257,0.0002677372,0.0002546566,0.000205359,0.00005903045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004161964,"about_ca_system_score_gemma":0.0001481789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02324784,"about_ca_topic_score_gemma":0.02597744,"domain_scores_codex":[0.9999133,0.000003376671,0.000003132903,0.00001957073,0.00004103592,0.00001963819],"domain_scores_gemma":[0.9998466,0.0000456041,0.00003102796,0.000007019963,0.00005317228,0.00001661838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005656702,0.0001616693,0.3476714,0.00009577303,0.00005289695,0.001012335,0.0008013909,0.005969645,0.6216816,0.0002029616,0.0004197416,0.02136485],"study_design_scores_gemma":[0.000006258435,0.0001528044,0.9224885,0.000006102665,0.00001896504,0.0001817909,0.0003148844,0.01279663,0.06348719,0.00005113262,0.000479034,0.00001686873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990979,0.00003338283,0.0003213819,0.000004346332,0.000001501459,0.000006128544,0.0000925533,0.00001163274,0.0004311587],"genre_scores_gemma":[0.9994364,0.00002181366,0.0002626164,0.000003262149,0.000001109611,0.000003179393,0.0001693792,0.000004178492,0.00009808272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324784,"threshold_uncertainty_score":0.04622501,"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."}}