{"id":"W4391624773","doi":"10.12893/gjcpi.2022.3.7","title":"New Technologies, Migration and the Future of Work","year":2022,"lang":"en","type":"article","venue":"Glocalism Journal of Culture Politics and Innovation","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Molecular and Cell Biology; Canada Excellence Research Chairs, Government of Canada","keywords":"Work (physics); Geology; Political science; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005604897,0.00003880893,0.00009159909,0.00009560979,0.0002754896,0.00005097031,0.00007837205,0.00004335652,0.000005550009],"category_scores_gemma":[0.00004438121,0.00002566532,0.00002012886,0.0006019829,0.0001439743,0.0002824228,0.00001528891,0.0001472091,6.513591e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651646,"about_ca_system_score_gemma":0.00008235501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008119662,"about_ca_topic_score_gemma":0.00002920628,"domain_scores_codex":[0.9994132,0.00004217396,0.0002770633,0.0000330821,0.0001644454,0.00007003983],"domain_scores_gemma":[0.9995016,0.00002104557,0.0002590512,0.00003219452,0.000169898,0.00001623859],"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":[0.00002348501,0.000005786843,0.0003040974,0.000003842556,0.000009045525,1.654952e-7,0.006201289,0.00001316574,0.000006212265,0.9253977,0.002524426,0.06551082],"study_design_scores_gemma":[0.0005411242,0.00006140451,0.0002438817,0.00001341584,0.00001548156,0.0000105417,0.02189945,0.00002385534,0.00007635185,0.1710109,0.8060595,0.00004415744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6545109,0.01582137,0.02946523,0.2651416,0.001821045,0.0007137825,0.00003900292,0.00006116535,0.03242599],"genre_scores_gemma":[0.9983631,0.0006027647,0.0003908919,0.0002994763,0.0001605606,0.000001195205,0.000004763383,0.00000154381,0.0001756847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803535,"threshold_uncertainty_score":0.2118871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00909349351181863,"score_gpt":0.2407682715893428,"score_spread":0.2316747780775242,"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."}}