{"id":"W3139461019","doi":"10.1002/psp.2441","title":"Intensity and uncertainty: Performing border conflicts at the US–Mexico borderlands","year":2021,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Université de Montréal","funders":"","keywords":"Agency (philosophy); Ethnography; State (computer science); Political science; Control (management); Political economy; Sociology; Management; Social science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004404612,0.00008324061,0.0001086985,0.0000257913,0.000977507,0.0001375282,0.00003434093,0.00008522116,0.0002615787],"category_scores_gemma":[0.0003076362,0.00006183633,0.00002311743,0.0001471315,0.00008825235,0.0002289503,0.00002893081,0.00009128296,0.000006705041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005256617,"about_ca_system_score_gemma":0.00005390885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006228823,"about_ca_topic_score_gemma":0.1014226,"domain_scores_codex":[0.9992362,0.0001194303,0.0001208412,0.0001798489,0.0001984005,0.0001452291],"domain_scores_gemma":[0.9994788,0.0001086552,0.00006949186,0.0001016821,0.0001737161,0.00006769926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008309526,0.00002126902,0.8789688,0.00002020331,0.00002631283,0.000002340348,0.06896715,0.0003843986,0.0003436159,0.03618452,0.007534621,0.007463692],"study_design_scores_gemma":[0.0003000965,0.00002587141,0.1893424,0.00002764225,0.00002762559,0.00000968531,0.009672054,0.006128941,0.0002186281,0.0008033147,0.7932693,0.000174465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857181,0.0008026853,0.0001252751,0.007790129,0.0001526481,0.0001244593,0.000005423381,0.00002690331,0.005254338],"genre_scores_gemma":[0.9832454,0.0008719686,0.00006563326,0.0006690005,0.0001286994,0.000004469839,0.00008994441,0.000004987889,0.01491988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7857347,"threshold_uncertainty_score":0.9416159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159356920214833,"score_gpt":0.3052216014935678,"score_spread":0.2892859094720844,"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."}}