{"id":"W6943572436","doi":"10.17023/s8n8-2138","title":"PELS Newsletter 2004 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":[0.0006539092,0.0004480408,0.0006962218,0.0005672618,0.0002514526,0.0009829708,0.0005193088,0.0002111763,0.01504943],"category_scores_gemma":[0.00002343797,0.0005223762,0.0005931635,0.0003793231,0.0003274212,0.00040202,0.0001348586,0.0004003633,0.09358586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004488755,"about_ca_system_score_gemma":0.00003364084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640415,"about_ca_topic_score_gemma":0.00001135145,"domain_scores_codex":[0.9965787,0.00003184985,0.0009482014,0.001355526,0.00009091925,0.0009948333],"domain_scores_gemma":[0.998738,0.00009611451,0.0002179177,0.0006677959,0.00002011195,0.0002600578],"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":[0.00002445073,0.00007840633,0.001632828,0.0001706232,0.0004649957,0.00008047277,0.003722254,0.0001880874,0.00001338802,0.002086527,0.9901766,0.001361389],"study_design_scores_gemma":[0.0005232783,0.0000640647,0.0002824413,0.0002148606,0.00005062918,0.00001205699,0.001745838,0.00265015,0.0000378302,0.0002754063,0.9935758,0.0005677219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09158798,0.04610673,0.0009721806,0.01180356,0.04922574,0.0006762701,0.003293464,0.0002806167,0.7960535],"genre_scores_gemma":[0.3844826,0.001096558,0.000060907,0.002663257,0.001788661,0.0000228189,0.00003919257,0.0001072688,0.6097387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2928946,"threshold_uncertainty_score":0.9997228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380870388176375,"score_gpt":0.2062653054245266,"score_spread":0.1824566015427629,"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."}}