{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002581387,0.0006911706,0.0003595445,0.01321522,0.02348146,0.01486769,0.001066067,0.001367228,0.007471414],"category_scores_gemma":[0.01146356,0.0004011257,0.0002787646,0.0178937,0.009109582,0.002937753,0.00419171,0.001937756,0.0005284779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09737968,"about_ca_system_score_gemma":0.08168361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866405,"about_ca_topic_score_gemma":0.9902885,"domain_scores_codex":[0.9970022,0.00029296,0.00006151132,0.0001934836,0.001470868,0.0009788598],"domain_scores_gemma":[0.9923597,0.001476231,0.0005677163,0.0001843801,0.004781214,0.0006306633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002547565,0.00003517848,0.03243852,0.0005056965,0.00004410528,0.001886753,0.7664046,0.0002937351,0.002227575,0.05592708,0.07103755,0.06894451],"study_design_scores_gemma":[0.000007876982,0.00001723996,0.06898654,0.0004548206,0.00003575621,0.0002098515,0.559875,0.0001647674,0.0008655941,0.000871058,0.3684315,0.00008007242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6880597,0.009907709,0.0004064045,0.03394878,0.00079003,0.0001315647,0.003830015,0.000117387,0.2628084],"genre_scores_gemma":[0.9664558,0.006539945,0.0003668776,0.002802602,0.0002276432,0.00005381588,0.000881652,0.0001095288,0.02256209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09737968,"threshold_uncertainty_score":0.7065424,"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."}}