{"id":"W6959651200","doi":"10.1051/epjconf/202023702017/pdf","title":"Is Near-Spherical Shape “the New Black” for Smoke ?","year":2020,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stavros Niarchos Foundation","keywords":"Smoke; Lidar; Wavelength; Depolarization ratio; Scattering; Stratosphere; Aerosol; Particle (ecology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390301,0.0002857274,0.0002133018,0.0005946411,0.0007248623,0.001154714,0.0007756337,0.0006849595,0.002293364],"category_scores_gemma":[0.0008867524,0.000122998,0.000230727,0.0006216227,0.001164817,0.0007877823,0.0003905745,0.0004604312,0.0008893941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790782,"about_ca_system_score_gemma":0.0003813641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609536,"about_ca_topic_score_gemma":0.02610331,"domain_scores_codex":[0.9997905,0.00001590328,0.000005093392,0.0000671216,0.00007733226,0.00004398245],"domain_scores_gemma":[0.9996678,0.00004909453,0.0001011181,0.00005928152,0.00008730205,0.00003538838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144803,0.0001815701,0.4052678,0.0005959246,0.000196937,0.005066277,0.003009542,0.01553262,0.2276116,0.07298606,0.02194449,0.2464624],"study_design_scores_gemma":[0.00005037444,0.0005556986,0.5616398,0.0002624465,0.0001821921,0.01250951,0.01365509,0.133383,0.1219323,0.06519974,0.09018032,0.0004496242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132944,0.002137324,0.05087461,0.003240186,0.0003923402,0.0000556423,0.0009797398,0.0006509077,0.0283749],"genre_scores_gemma":[0.9943641,0.000324078,0.003625682,0.0002683561,0.00004035557,0.000003160067,0.0002766728,0.00006552642,0.001032159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609536,"threshold_uncertainty_score":0.03200334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460967442147159,"score_gpt":0.2406061623781094,"score_spread":0.2059964879566378,"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."}}