{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002444492,0.00009020895,0.0002078166,0.00009727551,0.0001133472,0.00006316373,0.0001821893,0.00002340139,0.003640325],"category_scores_gemma":[0.00002353288,0.0001007165,0.0000704823,0.0001128877,0.00003250568,0.0001720457,0.00003935271,0.00005827904,0.03587763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003477874,"about_ca_system_score_gemma":0.000007156415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001697345,"about_ca_topic_score_gemma":0.00000137375,"domain_scores_codex":[0.9991597,0.000002575332,0.0002651798,0.0003272955,0.00001615362,0.0002290949],"domain_scores_gemma":[0.9995758,0.000005670439,0.000108381,0.0002440137,0.00001112106,0.00005499584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001155255,0.00013742,0.01518748,0.00001011975,0.00003658395,0.000004093759,0.0006201678,0.00005551116,0.00001297824,0.5102687,0.4411439,0.03251152],"study_design_scores_gemma":[0.000243503,0.00001549561,0.0223437,0.00000549065,0.000001991252,7.148878e-7,0.00003186454,0.0002404495,0.00005877298,0.02485571,0.9520304,0.0001719192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09896205,0.007458044,0.001528074,0.00106693,0.007314296,0.0001710952,0.0003176147,0.0001445633,0.8830373],"genre_scores_gemma":[0.9433637,0.000549657,0.0002381533,0.0004310937,0.0002122828,0.00000645117,0.00001586724,0.00000868314,0.05517416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8444016,"threshold_uncertainty_score":0.9972705,"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."}}