{"id":"W2020133605","doi":"10.1109/sipda.2011.6088431","title":"CN tower lightning flash components","year":2011,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flash (photography); Environmental science; Meteorology; Physics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004944015,0.0001029411,0.000105896,0.00002973177,0.00007954269,0.00002042701,0.0001334647,0.00001548624,0.007449435],"category_scores_gemma":[6.471059e-7,0.00008338184,0.00004656064,0.00006552693,0.00001932559,0.00007438503,0.00004279811,0.00007998388,0.0006509154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006891566,"about_ca_system_score_gemma":0.00001069797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000199243,"about_ca_topic_score_gemma":7.126007e-7,"domain_scores_codex":[0.9993638,0.00001174537,0.0001214168,0.000158484,0.00008184939,0.0002626842],"domain_scores_gemma":[0.9996893,0.00001031168,0.00003177759,0.0001680873,0.00001968368,0.00008087106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007593486,0.001241386,0.3303915,0.000013094,0.0004468482,0.000009824271,0.009392816,0.000003520163,0.07026228,0.472999,0.06888928,0.04627459],"study_design_scores_gemma":[0.004776308,0.001277325,0.1694215,0.0001129538,0.0002118737,0.000009286078,0.001450807,0.001434072,0.3348754,0.1841649,0.2995247,0.002740981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4455355,0.000009065632,0.0007985783,0.00002835588,0.0000933402,0.00003327179,9.381758e-7,0.00004353057,0.5534574],"genre_scores_gemma":[0.9774983,3.044497e-7,0.002426424,0.00007270722,0.0001613107,0.000008296535,0.000008962889,0.00001110679,0.01981262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5336449,"threshold_uncertainty_score":0.9934579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716046377809126,"score_gpt":0.1946263278706229,"score_spread":0.1674658640925316,"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."}}