{"id":"W6943503921","doi":"10.17023/hqms-5k62","title":"PELS Newsletter 2001 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":[0.0008011933,0.0004504479,0.0007116654,0.0005778193,0.0002485784,0.0009469361,0.0005387881,0.0002076889,0.01712865],"category_scores_gemma":[0.00002558896,0.0005220469,0.0005895424,0.0003946787,0.0003093375,0.0004000721,0.0001468234,0.0004045039,0.1107416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004369185,"about_ca_system_score_gemma":0.0000353305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806214,"about_ca_topic_score_gemma":0.00001248115,"domain_scores_codex":[0.9964104,0.00003533415,0.0009479502,0.001356852,0.00009189209,0.001157578],"domain_scores_gemma":[0.9986897,0.0001031542,0.0002220566,0.0006692893,0.00002034358,0.0002955126],"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":[0.00002423095,0.000069743,0.002215725,0.0001544638,0.000449237,0.00007829866,0.003060622,0.0001149631,0.00001488525,0.001786159,0.990694,0.001337674],"study_design_scores_gemma":[0.0005095795,0.00005658142,0.00029154,0.0002003854,0.00005050031,0.00001235832,0.001713199,0.004098478,0.00003092891,0.0002193932,0.9922488,0.0005682573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06052608,0.02235138,0.0006953528,0.01056361,0.0392149,0.0005471963,0.002641921,0.0002400913,0.8632194],"genre_scores_gemma":[0.2625738,0.001811988,0.0000794483,0.003452341,0.001868853,0.00002401065,0.00004308289,0.0001095116,0.730037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2020477,"threshold_uncertainty_score":0.9997231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229956518275179,"score_gpt":0.2152906108541291,"score_spread":0.1829910456713773,"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."}}