{"id":"W4404261982","doi":"10.4324/9781003327561-33","title":"Reshaping the Geography of Work","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Work (physics); Engineering; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002681268,0.00007064169,0.00009584943,0.00006772781,0.0001177595,0.00008977331,0.0001600726,0.0001149845,0.0009315572],"category_scores_gemma":[0.00000333127,0.00004816362,0.0001616873,0.00005251729,0.0003274793,0.0001299601,0.00001445512,0.0001262043,0.0002793641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001324212,"about_ca_system_score_gemma":0.00004153048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006402042,"about_ca_topic_score_gemma":0.0001945997,"domain_scores_codex":[0.9995094,0.000004375836,0.0001705824,0.00008296365,0.0001428528,0.00008985296],"domain_scores_gemma":[0.9997421,0.00006723269,0.00005120976,0.00008901541,0.00002653732,0.00002392362],"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":[0.000001663558,9.761261e-7,0.00001034159,0.00001180516,0.00002870423,2.56423e-7,0.000691249,8.171879e-7,4.862721e-9,0.9713986,0.003593395,0.02426218],"study_design_scores_gemma":[0.000008252882,0.00000353018,0.000005226992,0.0001270957,0.00001353161,3.789374e-8,0.000114531,2.719644e-7,7.417044e-7,0.2728548,0.7268248,0.00004718416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007567553,0.001169369,0.00003085134,0.002286711,0.0002537734,0.0001428135,0.000006422015,0.00004778119,0.9960547],"genre_scores_gemma":[0.0287143,0.0004774579,0.00002580805,0.0002663997,0.0001840747,0.000003834878,0.000007670224,0.00001055571,0.9703099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7232314,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213441328992562,"score_gpt":0.2456803658909927,"score_spread":0.2235459526010671,"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."}}