{"id":"W4390501883","doi":"10.1080/1472586x.2023.2275918","title":"Guest Editors’ introduction","year":2023,"lang":"en","type":"article","venue":"Visual Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.000494252,0.0000615651,0.00009358001,0.00007384318,0.0007252822,0.00004126273,0.00005582468,0.00004326484,0.00006495119],"category_scores_gemma":[0.0008312101,0.00005076579,0.00003215142,0.0004803804,0.0001517476,0.0002090833,0.00002193292,0.00004973929,0.0005599073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007763519,"about_ca_system_score_gemma":0.00003180042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004236777,"about_ca_topic_score_gemma":0.004436755,"domain_scores_codex":[0.9992135,0.0000850713,0.000121188,0.0001467147,0.0002668311,0.0001667373],"domain_scores_gemma":[0.9996187,0.00006334104,0.00003994936,0.00005310152,0.0001942965,0.00003060463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002959812,0.00001533933,0.0009034796,0.000004769691,0.00002212655,3.315488e-7,0.02738438,0.000001968988,0.0002174654,0.008539193,0.9608919,0.002016057],"study_design_scores_gemma":[0.00004277668,0.00004927189,0.002184634,0.000005049083,0.000007119465,6.427915e-8,0.0233781,0.00001879289,0.0003940637,0.0008423196,0.9730116,0.00006618969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8697359,0.001300002,0.00008945469,0.02471592,0.09052783,0.0004735167,0.00000633402,0.001180765,0.01197027],"genre_scores_gemma":[0.7437419,0.004271538,0.00003718063,0.0001119729,0.225215,0.00006340804,0.0000391358,0.00001252297,0.02650726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346872,"threshold_uncertainty_score":0.7196662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05296190146910851,"score_gpt":0.4234191764244056,"score_spread":0.3704572749552971,"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."}}