{"id":"W4324028701","doi":"10.32920/22266112","title":"Migration, Security, and Resistance: Global and Local Perspectives","year":2023,"lang":"en","type":"preprint","venue":"","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Corporate governance; Politics; Political economy; Discipline; Immigration; Global governance; Public administration; Sociology; Law; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005046368,0.0001087699,0.0001181051,0.0000346657,0.0003643118,0.0002725008,0.0001153168,0.0001437455,0.00002982503],"category_scores_gemma":[0.0002548049,0.0001068017,0.00002317687,0.0001067707,0.0004761808,0.0001314337,0.0004007555,0.0002075438,0.00002601958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018046,"about_ca_system_score_gemma":0.0001143197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01409869,"about_ca_topic_score_gemma":0.1411335,"domain_scores_codex":[0.9989128,0.0001724407,0.0001199951,0.0004113369,0.0002316905,0.0001517452],"domain_scores_gemma":[0.9995455,0.0000540956,0.00005619047,0.0001384486,0.0001129706,0.00009285784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001176791,0.00006453798,0.003724309,0.0008390783,0.0000755896,0.00005364025,0.1587069,0.000006716716,0.000005200052,0.7788378,0.05162306,0.00594545],"study_design_scores_gemma":[0.0001915801,0.00004724463,0.009921298,0.0002301485,0.0001688429,0.000003013576,0.657849,0.0001439205,0.00000595552,0.2622922,0.06867665,0.0004701093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5319276,0.01455892,0.04359367,0.05448779,0.002646586,0.002118981,0.0006323242,0.001666993,0.3483671],"genre_scores_gemma":[0.9825071,0.01087304,0.001095266,0.0001024329,0.0005601161,0.00001723509,0.00002991623,0.00001303827,0.004801842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5165456,"threshold_uncertainty_score":0.9924665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416273290112051,"score_gpt":0.3400145858167251,"score_spread":0.29838725680552,"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."}}