{"id":"W6944477730","doi":"10.17023/han8-c161","title":"PELS Newsletter 2002 2nd 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":[0.0006667951,0.0004481549,0.0006989043,0.0005716448,0.0002514011,0.0009919334,0.0005204699,0.0002108623,0.03076401],"category_scores_gemma":[0.00002349177,0.0005223312,0.000587507,0.0003782142,0.0003230382,0.0004010862,0.0001441362,0.0004018074,0.1439231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694058,"about_ca_system_score_gemma":0.00002579298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134085,"about_ca_topic_score_gemma":0.00001074125,"domain_scores_codex":[0.9965712,0.00003359276,0.0009520927,0.001355222,0.00009113011,0.0009968084],"domain_scores_gemma":[0.9987324,0.0001025161,0.0002192208,0.0006658935,0.00002001926,0.0002599396],"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":[0.00002162545,0.00006338381,0.001345837,0.0001592115,0.0004487477,0.00007602204,0.003460762,0.0001128095,0.00001266821,0.001591211,0.9911329,0.001574822],"study_design_scores_gemma":[0.0004903658,0.00005251057,0.0003796479,0.0001968074,0.00005000755,0.00001176536,0.001662874,0.00348669,0.00003376543,0.0001554963,0.9929165,0.0005635478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0441637,0.03338272,0.0005827284,0.01160005,0.03833139,0.0005292944,0.002615383,0.0002194048,0.8685753],"genre_scores_gemma":[0.2366811,0.001328015,0.00005815074,0.002679372,0.001682809,0.00002147698,0.00002557243,0.0000993233,0.7574242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1925174,"threshold_uncertainty_score":0.9997228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590465592386549,"score_gpt":0.2053686366614089,"score_spread":0.1794639807375435,"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."}}