{"id":"W6906240797","doi":"10.17023/3d3h-4x20","title":"PELS Newsletter 2011 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":[0.0006965421,0.0004427305,0.0006917699,0.0005671665,0.000245161,0.0008668771,0.0005301788,0.0002103723,0.02860976],"category_scores_gemma":[0.00001622043,0.000513084,0.0005900345,0.0002385569,0.0003241106,0.0004079082,0.0001515991,0.0003935909,0.1716417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524686,"about_ca_system_score_gemma":0.00002841745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116504,"about_ca_topic_score_gemma":0.00001142833,"domain_scores_codex":[0.9966217,0.00003325061,0.0009372682,0.001355589,0.00008730905,0.0009649325],"domain_scores_gemma":[0.9987251,0.00009884597,0.0002220827,0.0006779637,0.00001998745,0.000255978],"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":[0.00002478375,0.00006285088,0.00237536,0.0001575487,0.0004602138,0.00007037361,0.003641109,0.00007203718,0.00001343313,0.002357489,0.9892712,0.001493617],"study_design_scores_gemma":[0.0004749103,0.00005519855,0.0005751271,0.000155541,0.00005130801,0.00001118172,0.001597504,0.002396352,0.00003808147,0.0002709208,0.9938122,0.0005616565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09184865,0.03607557,0.0006940337,0.01232934,0.04927086,0.0006253186,0.003002635,0.0002588154,0.8058948],"genre_scores_gemma":[0.3371238,0.001448955,0.00006118129,0.002669534,0.001701336,0.00002270657,0.00003767894,0.000104181,0.6568306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2452751,"threshold_uncertainty_score":0.9997321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657920529846426,"score_gpt":0.2044865984512343,"score_spread":0.17790739315277,"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."}}