{"id":"W3046250009","doi":"10.5840/symposium201923225","title":"The Division of Labour and Its Alien Effects","year":2019,"lang":"en","type":"article","venue":"Symposium","topic":"International Labor and Employment Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alien; Division (mathematics); Sociology; Demography; Population; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002684662,0.00003017035,0.00004434989,0.00001069759,0.0001475634,0.00002677029,0.000109883,0.0000241709,0.00004206209],"category_scores_gemma":[0.00003494025,0.00001986941,0.00001624989,0.00004939322,0.00003969417,0.00007077563,0.00003158406,0.000026175,0.00005842505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001191268,"about_ca_system_score_gemma":0.00001798949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005417478,"about_ca_topic_score_gemma":0.0002183832,"domain_scores_codex":[0.9995241,0.00005596563,0.00005729689,0.00006367613,0.0002011841,0.00009778095],"domain_scores_gemma":[0.9996604,0.000175548,0.00002902873,0.00005164774,0.00005924572,0.0000241783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005611143,0.000008049536,0.006766099,0.00001314784,0.000006637329,2.206463e-7,0.001156779,0.000002444111,0.01131195,0.9804006,0.0001503896,0.0001780756],"study_design_scores_gemma":[0.0005590536,0.0001942419,0.08911534,0.00008827756,0.00001148691,3.55744e-7,0.0005222037,0.00009715035,0.03480066,0.006757716,0.867686,0.0001674919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89954,0.0001435481,0.000001835487,0.001767936,0.0004822884,0.0001337365,0.000003340025,0.00001002182,0.09791728],"genre_scores_gemma":[0.9715644,0.0001186161,0.000003954623,0.00009523712,0.00005122193,0.000002645259,5.691871e-7,0.000002647342,0.02816076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9736429,"threshold_uncertainty_score":0.1134953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005470293016907634,"score_gpt":0.270301428323746,"score_spread":0.2648311353068384,"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."}}