{"id":"W3212823485","doi":"10.21810/strm.v13i1.295","title":"Women Without a Nation","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Framing (construction); Narrative; Mainstream; Conversation; Sociology; Gender studies; Media studies; Representation (politics); Refugee crisis; Social psychology; Aesthetics; Psychology; Politics; Political science; History; Law; Art; Literature; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004869947,0.00007027669,0.0001902402,0.0001379983,0.0005851375,0.0001003659,0.0005961921,0.0000645028,0.0003277968],"category_scores_gemma":[0.001540458,0.00006713351,0.00009050782,0.0003606587,0.0002904427,0.0005896516,0.0004348352,0.0003493425,0.00001580606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005111769,"about_ca_system_score_gemma":0.0007491818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001890242,"about_ca_topic_score_gemma":0.0002473291,"domain_scores_codex":[0.9960482,0.002614568,0.0004219579,0.00008429209,0.0005803527,0.0002506941],"domain_scores_gemma":[0.9975913,0.000505798,0.00035038,0.0003784702,0.0009660873,0.0002079303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007652926,0.00173267,0.02536041,0.00005183093,0.0004200454,0.0001172296,0.5288724,0.0001826411,0.01748113,0.05648672,0.004972862,0.3635567],"study_design_scores_gemma":[0.002826621,0.001363902,0.05331681,0.001087586,0.000116159,0.0001868391,0.4608907,0.0009981379,0.01478649,0.3239029,0.1398263,0.0006975589],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933337,0.0007831141,0.001932601,0.005888664,0.000201017,0.00008578237,0.000001967292,0.00001922987,0.05775061],"genre_scores_gemma":[0.9933216,0.0004433116,0.005022333,0.000036528,0.0001417837,0.00001011376,0.000002624184,0.000008812086,0.00101287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3628592,"threshold_uncertainty_score":0.4500463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3924446737104628,"score_gpt":0.607094718257585,"score_spread":0.2146500445471222,"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."}}