{"id":"W2605474308","doi":"","title":"Study of lightning-induced transient luminous events with university and high-school sprite observation network","year":2015,"lang":"en","type":"article","venue":"Japan Geoscience Union","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Digital Payment Technologies (Canada)","funders":"","keywords":"Sprite (computer graphics); Upper-atmospheric lightning; Meteorology; Transient (computer programming); Lightning (connector); Lightning strike; Astronomy; Physics; Computer science; Thunderstorm; Computer graphics (images)","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":[0.0006764118,0.0002145771,0.0002804823,0.00101596,0.0005586612,0.0004735484,0.0004212796,0.0003518721,0.0004991855],"category_scores_gemma":[0.001191756,0.0001518608,0.0004221896,0.001359844,0.0001674376,0.0006777685,0.0004651334,0.0003030364,0.00009758913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007023581,"about_ca_system_score_gemma":0.000686628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01905757,"about_ca_topic_score_gemma":0.02276393,"domain_scores_codex":[0.99964,0.00006907497,0.00002116943,0.00009550399,0.0000820734,0.00009210149],"domain_scores_gemma":[0.9990016,0.0002793111,0.0001715613,0.00008926333,0.0002689939,0.0001892412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004976599,0.0003425139,0.9616009,0.00005561635,0.0002114411,0.0009653818,0.0004025967,0.01563904,0.006168529,0.0004786467,0.0009962221,0.01264139],"study_design_scores_gemma":[0.00002769115,0.00009448184,0.9475031,0.000006276839,0.00009413019,0.0001799302,0.0005805909,0.04974327,0.001094473,0.00007585982,0.0005896621,0.00001048114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990335,0.00002392027,0.0003103327,0.00001527199,0.000003186937,0.000004894735,0.0002409817,0.00001063422,0.0003574197],"genre_scores_gemma":[0.9987615,0.00002526594,0.0002301696,0.000003985885,0.000006549309,0.000004550778,0.0008061045,0.000003394601,0.00015843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01905757,"threshold_uncertainty_score":0.0378933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642888041579706,"score_gpt":0.2026377828802484,"score_spread":0.1862089024644513,"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."}}