{"id":"W2993210125","doi":"","title":"In-situ single particle composition analysis of free tropospheric ice nuclei and ice residues in mixed-phase clouds during INUIT-JFJ 2013","year":2014,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"In situ; Ice crystals; Ice nucleus; Phase (matter); Particle (ecology); Arctic ice pack; Atmospheric sciences; Environmental science; Geology; Climatology; Chemistry; Meteorology; Sea ice; Geography; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373194,0.000235976,0.0004448928,0.00001292559,0.00008698021,0.00007186661,0.0003222224,0.0001230489,0.0004330006],"category_scores_gemma":[0.00003748258,0.0002331152,0.00007316439,0.0006959065,0.0001772917,0.0004792908,0.0002164431,0.0001769502,0.00003338033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592678,"about_ca_system_score_gemma":0.00001848968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006681354,"about_ca_topic_score_gemma":0.03232567,"domain_scores_codex":[0.9979714,0.0001399069,0.0005948945,0.0005016738,0.0003448048,0.0004473774],"domain_scores_gemma":[0.9990544,0.00007302374,0.0002616801,0.0004223124,0.00002307391,0.0001655121],"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":[0.00008112949,0.0004521502,0.06200095,0.00001422993,0.00003871651,0.00001892031,0.0009722071,0.03020321,0.9037206,0.000171498,0.0001093957,0.002216983],"study_design_scores_gemma":[0.001095034,0.0001804668,0.8658462,0.00002452722,0.00008186854,0.000002851454,0.0002186715,0.01432827,0.1176584,0.0002389069,0.00005979086,0.0002650407],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974866,0.00004540179,0.0001823302,0.0003778803,0.0000835835,0.0001633303,0.000006449764,0.00002537515,0.001629056],"genre_scores_gemma":[0.997739,0.00004079226,0.001799284,0.0001111181,0.00004302611,0.00001238805,0.000009007244,0.0000168318,0.0002286088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8038452,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184855258326986,"score_gpt":0.2397197679935521,"score_spread":0.2278712154102822,"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."}}