{"id":"W4390150158","doi":"10.29173/elucidate563","title":"Current Awareness","year":2009,"lang":"en","type":"article","venue":"eLucidate","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","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":[],"consensus_categories":[],"category_scores_codex":[0.002168946,0.0003843229,0.000499677,0.002429674,0.001947685,0.007693484,0.001123798,0.003244352,0.2586228],"category_scores_gemma":[0.009688,0.0002121109,0.0003177529,0.002835648,0.001429649,0.008709079,0.002911429,0.003174849,0.06774972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816103,"about_ca_system_score_gemma":0.003409057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210958,"about_ca_topic_score_gemma":0.002616552,"domain_scores_codex":[0.998279,0.0002675635,0.0001174706,0.0003788511,0.0006451082,0.0003121024],"domain_scores_gemma":[0.9925851,0.0016851,0.0005611917,0.0005684386,0.002420542,0.00217947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005126424,0.00006341413,0.002017962,0.0004941295,0.000006917201,0.0001175927,0.001039087,0.00002323738,0.0003127911,0.03241627,0.5859733,0.377484],"study_design_scores_gemma":[0.000001831234,0.0000108985,0.0007718244,0.0003466377,0.0000035247,0.000188286,0.0007393672,0.00001217312,0.00004409993,0.003597338,0.9942796,0.000004379847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005155959,0.06764314,0.001624967,0.1980306,0.008728552,0.00005203203,0.001421284,0.0004118918,0.7169316],"genre_scores_gemma":[0.1270376,0.146104,0.002207635,0.1066102,0.01408351,0.0001789782,0.003638505,0.0002832193,0.5998564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2586228,"threshold_uncertainty_score":0.8651795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402605878908199,"score_gpt":0.2465452624032038,"score_spread":0.1925192036141218,"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."}}