{"id":"W4288706550","doi":"10.31235/osf.io/dmup2","title":"Cyborg Work: Borders as Simulation","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; University of Waterloo","funders":"","keywords":"Metaphor; Space (punctuation); Epistemology; Work (physics); Control (management); Border Security; Sociology; Computer science; Computer security; Political science; Law; Engineering; Artificial intelligence; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145891,0.0007743259,0.0004909991,0.001220791,0.002642774,0.01028568,0.001129759,0.002748225,0.0107553],"category_scores_gemma":[0.005796173,0.0003537106,0.0005185723,0.0009457686,0.02088504,0.01101067,0.006108237,0.00253096,0.001093277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128002,"about_ca_system_score_gemma":0.002115211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960291,"about_ca_topic_score_gemma":0.001102091,"domain_scores_codex":[0.9977708,0.001661542,0.00005146026,0.000177845,0.0002113068,0.0001269586],"domain_scores_gemma":[0.9970891,0.001877214,0.0001937355,0.0004376495,0.000151948,0.0002504315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009885802,0.000005645818,0.0001094589,0.00003449335,0.000003232423,0.00006473398,0.004473787,0.001019452,0.00006556998,0.9910427,0.0006325752,0.002538401],"study_design_scores_gemma":[0.00002219779,0.00003421598,0.0001547698,0.0002638111,0.000009431299,0.0001795991,0.005542916,0.004162095,0.0002384133,0.8848442,0.1045334,0.00001501949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04833859,0.009213516,0.1629295,0.02192317,0.001124681,0.0001121922,0.00006263179,0.0003492285,0.7559465],"genre_scores_gemma":[0.9459974,0.005512235,0.01694479,0.00102565,0.0002477115,0.0001994667,0.00004589374,0.000140532,0.02988639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0107553,"threshold_uncertainty_score":0.03598005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576226983441637,"score_gpt":0.4312583679053835,"score_spread":0.3654960980709672,"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."}}