{"id":"W4319262037","doi":"10.1016/s2666-6367(23)00653-x","title":"Business in the Pre-COVID Vs Post-COVID Era","year":2023,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ionosonde; Ionosphere; Depth sounding; Geophysics; Aeronomy; Geology; Meteorology; Atmospheric sciences; Physics; Plasma; Electron density; Oceanography","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":[0.0009489815,0.0001232763,0.0001574207,0.002560038,0.001345908,0.005558998,0.0004153482,0.0008876396,0.008759972],"category_scores_gemma":[0.004132859,0.0001132302,0.0001341606,0.004252357,0.001788116,0.002545933,0.002037541,0.001237847,0.001711822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965216,"about_ca_system_score_gemma":0.003710983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02260506,"about_ca_topic_score_gemma":0.0510456,"domain_scores_codex":[0.9987362,0.0001176076,0.00006968007,0.0001595714,0.0004218989,0.0004949798],"domain_scores_gemma":[0.9961053,0.0004822335,0.0009323091,0.0001932752,0.0008189553,0.001468006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008480566,0.0003962603,0.4773326,0.00036697,0.00005270107,0.002745535,0.01876705,0.0003268169,0.001962523,0.1699031,0.04014844,0.28715],"study_design_scores_gemma":[0.0000142968,0.0001122855,0.5407292,0.0002419502,0.0000113214,0.0009176282,0.0260042,0.0002896549,0.0005992741,0.003289624,0.4277605,0.00003009961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7471805,0.01207428,0.0008938481,0.01750756,0.001018944,0.00008527339,0.003825226,0.00008234911,0.217332],"genre_scores_gemma":[0.958991,0.003266054,0.0003909508,0.001234466,0.0002108389,0.00003333023,0.001192376,0.0000365048,0.03464456],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02260506,"threshold_uncertainty_score":0.04494697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507085761265055,"score_gpt":0.2238616737819269,"score_spread":0.2087908161692763,"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."}}