{"id":"W6962202445","doi":"10.17023/ep5g-7x03","title":"PELS Newsletter 2009 4th Quarter","year":2024,"lang":"ca","type":"article","venue":"IEEE RESOURCE CENTERS","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Window (computing); Government (linguistics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007006384,0.0004502058,0.0007056528,0.0005864041,0.000247217,0.0009743398,0.0005301068,0.0002081006,0.01213783],"category_scores_gemma":[0.00002298101,0.000520208,0.0005953913,0.0003893973,0.0002981081,0.0004006796,0.0001377366,0.0004063337,0.1092489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036628,"about_ca_system_score_gemma":0.00003178565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530199,"about_ca_topic_score_gemma":0.000009158706,"domain_scores_codex":[0.9965656,0.00003420492,0.0009536023,0.001350424,0.00009206201,0.001004155],"domain_scores_gemma":[0.9987311,0.0000959589,0.0002240188,0.000667309,0.00002023674,0.0002613763],"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":[0.0000242462,0.00006589913,0.001580798,0.0001503283,0.0004308611,0.00007407329,0.00332309,0.000119539,0.00001422494,0.002377673,0.9899164,0.001922859],"study_design_scores_gemma":[0.0004892693,0.00005869176,0.0003351737,0.0002046611,0.00005032371,0.00001193541,0.001613828,0.003149881,0.00003527536,0.0002488426,0.9932346,0.0005675292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05950481,0.03688033,0.0007597978,0.01065416,0.04105556,0.0005905287,0.00377596,0.0002629198,0.846516],"genre_scores_gemma":[0.3399576,0.001523841,0.00006528533,0.00344448,0.001811934,0.00002168848,0.00004190472,0.0001043253,0.653029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2804528,"threshold_uncertainty_score":0.9997249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436203564805256,"score_gpt":0.2069663395449312,"score_spread":0.1826043038968787,"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."}}