{"id":"W7092693836","doi":"10.5281/zenodo.17387980","title":"Migrant Agency and States' Securitisation of Migration: Implications for Reform [iPoster Presentation]","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Politics; Agency (philosophy); Snapshot (computer storage); Framing (construction); Event (particle physics)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001740217,0.0001785334,0.0002509186,0.0003091314,0.004760027,0.0008556671,0.0007171031,0.0001731502,0.002148954],"category_scores_gemma":[0.0008380178,0.0001982375,0.00009169069,0.001294758,0.0005385565,0.0006520529,0.0004499147,0.0002060412,0.0001294763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895664,"about_ca_system_score_gemma":0.00005876294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890424,"about_ca_topic_score_gemma":0.0001409161,"domain_scores_codex":[0.9972759,0.0006492237,0.0006827662,0.0005216632,0.0003595856,0.0005108865],"domain_scores_gemma":[0.9971552,0.0001166564,0.000308188,0.0003842328,0.001774136,0.0002616057],"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":[0.0001954778,0.0005107101,0.00008067205,0.001145036,0.0001530731,7.301074e-7,0.07371297,0.00001964287,0.0006301225,0.4634835,0.1615182,0.2985498],"study_design_scores_gemma":[0.0007256148,0.0003064736,0.006853561,0.0001124559,0.00005276391,0.000006717937,0.005391025,0.0004679578,0.00007637042,0.01511723,0.9707123,0.0001775064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2528024,0.005014044,0.03865153,0.2349372,0.001397239,0.01128562,0.01107402,0.001086333,0.4437516],"genre_scores_gemma":[0.9906854,0.003352008,0.0003262251,0.0005032496,0.0001787665,7.644902e-7,0.003236162,0.0002902311,0.00142716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8091941,"threshold_uncertainty_score":0.9987632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741947947336245,"score_gpt":0.3175746920604119,"score_spread":0.2801552125870495,"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."}}