{"id":"W6887589663","doi":"10.17023/kbsn-rg72","title":"PELS Newsletter 2005 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":[0.0007778099,0.0004510107,0.0007023992,0.0005840044,0.0002485245,0.0009685095,0.0005308391,0.0002075561,0.01653933],"category_scores_gemma":[0.0000208123,0.0005225537,0.0005946604,0.0003047861,0.0003107637,0.0004095341,0.0001448142,0.0004061807,0.1165698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590027,"about_ca_system_score_gemma":0.00003600328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340811,"about_ca_topic_score_gemma":0.00001596024,"domain_scores_codex":[0.9964236,0.00003378996,0.0009541591,0.001352733,0.00009209092,0.001143639],"domain_scores_gemma":[0.9987029,0.00009844481,0.0002224992,0.0006664006,0.00001675258,0.0002929715],"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":[0.00002374147,0.00006507426,0.001385324,0.000149684,0.0004615925,0.00006734968,0.003001158,0.0001337879,0.00001369798,0.002395082,0.9909169,0.001386591],"study_design_scores_gemma":[0.0004931203,0.00004268109,0.0002480908,0.0001965513,0.00005056331,0.00001128199,0.001645275,0.003553266,0.00003431087,0.0001948434,0.992964,0.0005660106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04990042,0.03509766,0.0007856959,0.01429868,0.04562997,0.0006154541,0.003107166,0.0002729416,0.850292],"genre_scores_gemma":[0.241003,0.001729383,0.00006684337,0.003203722,0.002046121,0.00002312064,0.00004055137,0.0001061719,0.751781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1911026,"threshold_uncertainty_score":0.9997226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436294456097671,"score_gpt":0.2074359750113239,"score_spread":0.1830730304503472,"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."}}