{"id":"W3208376642","doi":"10.32920/ryerson.14669130.v1","title":"The Syrian Refugee Crisis in Canadian Media","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Globe; Syrian refugees; Neoliberalism (international relations); Neocolonialism; Political science; Refugee crisis; Orientalism; Representation (politics); Feminism; Government (linguistics); Media studies; Media coverage; Gender studies; Sociology; Geography; Law; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001543066,0.0001315396,0.0001910109,0.0001174212,0.0006243273,0.000493856,0.000664006,0.0003967912,0.001350033],"category_scores_gemma":[0.0006234134,0.00009522038,0.00009595265,0.0002479751,0.0001556343,0.00004636735,0.0001964938,0.0005532673,0.00005537389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928874,"about_ca_system_score_gemma":0.005014379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748244,"about_ca_topic_score_gemma":0.9998167,"domain_scores_codex":[0.9981298,0.0003113615,0.0002220728,0.0003186419,0.0003895774,0.0006285331],"domain_scores_gemma":[0.9987933,0.0001634365,0.00005533311,0.0003940353,0.0001208876,0.0004729789],"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":[0.00001101394,0.00003898666,0.01391231,0.00004870397,0.0001109008,0.0002812277,0.2403794,0.00002913484,0.000004057769,0.6573416,0.04277605,0.04506665],"study_design_scores_gemma":[0.0000546739,0.000001238291,0.004082598,0.00004510318,0.000007089933,2.205869e-7,0.0255117,0.00001169441,0.000006265826,0.00221302,0.967903,0.0001634444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04360779,0.002397036,0.00000723699,0.06760179,0.004906933,0.0003906189,0.00001738448,0.00006027393,0.8810109],"genre_scores_gemma":[0.9797227,0.00110377,0.00007704935,0.0008619073,0.0007378505,0.00003219054,0.000023117,0.00001264918,0.0174287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.936115,"threshold_uncertainty_score":0.9995629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984138995119966,"score_gpt":0.3003865157850132,"score_spread":0.2705451258338136,"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."}}