{"id":"W6921381644","doi":"10.6084/m9.figshare.c.3669871_d1","title":"Additional file 1: Appendix A. of Valuing productivity loss due to absenteeism: firm-level evidence from a Canadian linked employer-employee survey","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Appendix; Sample (material)","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001161638,0.0002007898,0.0003072156,0.0001095086,0.0007359342,0.0004422291,0.0005789968,0.0000624472,0.8888169],"category_scores_gemma":[0.01377809,0.0002093205,0.00008091429,0.0001160121,0.00002320877,0.001202913,0.0005834411,0.0001312324,0.01243943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008435407,"about_ca_system_score_gemma":0.0001611603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1797028,"about_ca_topic_score_gemma":0.6814916,"domain_scores_codex":[0.9987896,0.0000141426,0.0002412228,0.0004564297,0.0001515739,0.0003470224],"domain_scores_gemma":[0.9981498,0.0004903053,0.0002765792,0.0005557056,0.0004759688,0.00005160913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001405766,0.00001372406,0.01105504,0.00006062104,0.00003835645,0.00001447463,0.00004995139,0.00002739471,0.000001923082,0.00000316192,0.9877209,0.001000373],"study_design_scores_gemma":[0.00006962971,0.000005270314,0.5939271,0.00114153,0.000004967609,4.794923e-7,0.00001977965,0.0001397353,0.000004316093,0.00002499884,0.4044878,0.0001744362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03180409,0.00002934863,8.164572e-7,0.0005766375,0.0001507663,0.0003323857,0.965274,0.00002727418,0.001804622],"genre_scores_gemma":[0.386756,0.000001002857,0.0001178693,0.000429297,0.001399123,0.0003164455,0.6103609,0.00002845648,0.0005908929],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8763775,"threshold_uncertainty_score":0.9945292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320138148652757,"score_gpt":0.2709855411298145,"score_spread":0.1389717262645388,"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."}}