{"id":"W7095335171","doi":"","title":"Robot, British, Chinese, and German Workers Are for Thinking—Not Feeling—Jobs","year":2016,"lang":"en","type":"article","venue":"","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Citation; Subject (documents); 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":[],"consensus_categories":[],"category_scores_codex":[0.0003062783,0.00006333156,0.00009777022,0.00002462836,0.0003870938,0.0002832078,0.0001073446,0.0000631591,0.00009994065],"category_scores_gemma":[0.00006499875,0.0000487494,0.00004771745,0.00007400614,0.0001158104,0.0009317471,0.00001173797,0.00002609168,0.00002386053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002539803,"about_ca_system_score_gemma":0.00002971219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003981381,"about_ca_topic_score_gemma":0.00729282,"domain_scores_codex":[0.9994097,0.00001428732,0.000137138,0.0001333081,0.0001000466,0.0002055282],"domain_scores_gemma":[0.9996505,0.0001308231,0.00004589901,0.00005410474,0.00003778587,0.00008090203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005388316,0.00005233184,0.1183486,0.00003919689,0.00004182118,0.000002435154,0.006490302,0.000008168857,0.00001955232,0.1166457,0.007797422,0.7505006],"study_design_scores_gemma":[0.002698474,0.0001077863,0.2386673,0.0005449116,0.00003189941,0.000007784778,0.00521546,0.0001010316,0.000175217,0.235231,0.5162665,0.0009525517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114651,0.0001279479,0.02244985,0.0188407,0.0004558155,0.000623057,0.00003201577,0.0002697019,0.2457358],"genre_scores_gemma":[0.990922,0.00009892977,0.0007462308,0.0004806226,0.0001496347,0.00001875132,0.000002961365,0.000006165329,0.007574714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.749548,"threshold_uncertainty_score":0.4069565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387094561200805,"score_gpt":0.2740663857722609,"score_spread":0.2601954401602528,"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."}}