{"id":"W4405666980","doi":"10.22541/essoar.173482161.12303917/v1","title":"TEMPO at Night","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Mission Directorate; Marshall Space Flight Center; Nuclear Safety and Security Commission; National Institute of Advanced Industrial Science and Technology; National Aeronautics and Space Administration","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003538931,0.0007838623,0.000462223,0.0007675889,0.001978887,0.002415454,0.0009603918,0.0006135236,0.3182636],"category_scores_gemma":[0.0008308114,0.0002892786,0.0004254384,0.0004822738,0.0002406768,0.001043959,0.002351267,0.001250245,0.1312322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481944,"about_ca_system_score_gemma":0.000931766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321992,"about_ca_topic_score_gemma":0.007122248,"domain_scores_codex":[0.9995279,0.00002417409,0.00001326259,0.0001214464,0.0001905422,0.0001226687],"domain_scores_gemma":[0.9993754,0.00002248973,0.00002259453,0.0001138999,0.0002504869,0.000215069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005868209,0.000211926,0.004495377,0.0003017073,0.00002382947,0.0001971773,0.0005524382,0.0002404787,0.01459204,0.004545565,0.7455357,0.2287169],"study_design_scores_gemma":[0.00003428041,0.00009675104,0.005844399,0.000041491,0.000008951077,0.0001056516,0.0002626514,0.0002671698,0.002051037,0.0006597275,0.9906055,0.00002235324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02273286,0.0006762635,0.009347283,0.00181772,0.004539348,0.0005216603,0.01832505,0.01488113,0.9271587],"genre_scores_gemma":[0.1675355,0.00122684,0.01904565,0.003479891,0.002267988,0.0005679317,0.03314687,0.004145117,0.7685843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3182636,"threshold_uncertainty_score":0.9724143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525882081338314,"score_gpt":0.2596970406337185,"score_spread":0.2444382198203353,"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."}}