{"id":"W6945971405","doi":"10.25828/5anx-a759","title":"Quarterly Labour Force Survey 2016, Quarter 3","year":2020,"lang":"en","type":"dataset","venue":"DataFirst","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Current Population Survey; Work (physics); Labour supply","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":[],"category_scores_codex":[0.0002160493,0.0004297575,0.0004078397,0.00004177361,0.0001255863,0.00007998471,0.0008146666,0.0003652641,0.00007485047],"category_scores_gemma":[0.00007837907,0.0004133993,0.0001256655,0.00008780455,0.0000853541,0.000001005477,0.000319325,0.000221426,0.0009444751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001057649,"about_ca_system_score_gemma":0.0001290308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007724955,"about_ca_topic_score_gemma":0.002611183,"domain_scores_codex":[0.9981712,0.0001207139,0.0003513127,0.000797993,0.000169216,0.0003895381],"domain_scores_gemma":[0.9983251,0.00003149907,0.000186083,0.001206835,0.00009307548,0.0001574149],"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":[0.00006117229,0.0000425835,0.00009494524,0.00007326775,0.0001968492,0.00000802614,0.00001756743,9.665254e-7,0.003325641,0.000001622377,0.9960486,0.0001287864],"study_design_scores_gemma":[0.0003457731,0.0005798801,0.003030105,0.00001360318,0.00005093414,0.000006630927,0.00003623221,9.098599e-7,0.000209211,0.00001509503,0.9952238,0.0004878331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00185772,0.001078783,0.00003003166,0.0001152646,0.0006335595,0.0002324175,0.9959977,0.000004598762,0.00004992718],"genre_scores_gemma":[0.002481866,0.001400486,0.00006531289,0.0007318837,0.000955957,0.00003376335,0.9938421,0.00003779991,0.0004508323],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00311643,"threshold_uncertainty_score":0.9998334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460512127537117,"score_gpt":0.2420826064712571,"score_spread":0.2274774851958859,"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."}}