{"id":"W6977206789","doi":"10.6084/m9.figshare.22340974","title":"Arbeitnehmer: Aus welchen Sektoren kommen sie, in welche ziehen sie?","year":2022,"lang":"de","type":"preprint","venue":"Figshare","topic":"Corporate Management and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Power (physics); Work (physics); Quarter (Canadian coin)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009118164,0.001539723,0.00138416,0.001689815,0.0005740505,0.002112199,0.003235128,0.0007663266,0.7464993],"category_scores_gemma":[0.001017817,0.001800312,0.0006916471,0.002212109,0.00004488981,0.001327248,0.009463864,0.003097204,0.05610156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372524,"about_ca_system_score_gemma":0.0002497545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082708,"about_ca_topic_score_gemma":0.0005834107,"domain_scores_codex":[0.9928098,0.0002067799,0.001474713,0.002310615,0.001422875,0.001775156],"domain_scores_gemma":[0.9956533,0.0002984196,0.001708418,0.001919743,0.0003108417,0.0001092274],"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":[0.0001476517,0.0003825862,0.01055346,0.006778751,0.000403779,0.0005438063,0.000617685,0.001109967,0.00000403877,0.0002806575,0.9746232,0.004554394],"study_design_scores_gemma":[0.001458346,0.00003015911,0.02653919,0.003534913,0.0003234887,0.000001287015,0.001896582,0.002720967,0.000004509351,0.0009629906,0.9605168,0.002010781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.009045762,0.01482382,0.000007631891,0.0318548,0.009951611,0.01508851,0.1876,0.002904302,0.7287235],"genre_scores_gemma":[0.2361099,0.0001116528,0.00007150404,0.006539166,0.009704052,0.003145741,0.7115215,0.0005056384,0.03229085],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6964327,"threshold_uncertainty_score":0.9997351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09373067884484705,"score_gpt":0.2567914360177737,"score_spread":0.1630607571729266,"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."}}