{"id":"W4400030160","doi":"10.25587/2587-8751-2024-2-46-53","title":"Recurrence of cyclonic events over the Sakha Republic (Yakutia) in summer months","year":2024,"lang":"en","type":"article","venue":"Vestnik of North-Eastern Federal University Series Earth Sciences","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climatology; Environmental science; Geography; History; Physical geography; Geology","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":[0.0002588438,0.0001497805,0.0002327299,0.0002168454,0.0002841862,0.0001010639,0.0007462746,0.00005520841,0.0004268049],"category_scores_gemma":[0.00004889144,0.0001023348,0.0001113279,0.001313116,0.001047221,0.001068101,0.0000958317,0.0002629819,0.00003816343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005682272,"about_ca_system_score_gemma":0.000263346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01120082,"about_ca_topic_score_gemma":0.1468843,"domain_scores_codex":[0.9980528,0.0001785736,0.0002702481,0.0004104323,0.0006567836,0.0004311821],"domain_scores_gemma":[0.9993301,0.0002024899,0.00007948665,0.0002020747,0.00005277097,0.0001330586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008943369,0.00002313825,0.9847093,0.0000593977,0.00001265991,0.00003320365,0.0001533096,0.0004662038,0.000009171006,0.0009429007,0.00002842634,0.01347291],"study_design_scores_gemma":[0.0001403738,0.0003890712,0.9905596,0.0000807984,0.000005391444,0.000007960402,0.0002881367,0.002497894,0.00002639754,0.0003237751,0.005558696,0.000121881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953825,0.0006808589,0.00001744832,0.0009017849,0.0002435137,0.0001681056,0.00006313641,0.00002263026,0.002519966],"genre_scores_gemma":[0.9985792,0.0002860856,0.0001311024,0.00002479395,0.00003454437,1.468671e-7,0.00001183248,0.000002161026,0.0009301531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356835,"threshold_uncertainty_score":0.9953837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859293702383232,"score_gpt":0.2398143666735288,"score_spread":0.2112214296496965,"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."}}