{"id":"W4327951980","doi":"10.3390/arts12020058","title":"Reframing Migrant Narratives through Arts Practice","year":2023,"lang":"en","type":"article","venue":"Arts","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cognitive reframing; Narrative; Citizen journalism; The arts; Sociology; Documentation; Visual arts; Media studies; Representation (politics); Government (linguistics); Public relations; Aesthetics; Work (physics); Political science; Art; Politics; Engineering; Literature; Psychology; Law; Social psychology; Linguistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004864054,0.00008707345,0.0001311854,0.00006641782,0.0008318849,0.0001129799,0.0002103558,0.00006714755,0.0002153402],"category_scores_gemma":[0.01047149,0.00008255113,0.00005031869,0.0008123233,0.0003810693,0.0008785377,0.00008128915,0.0001817168,0.001233858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007204709,"about_ca_system_score_gemma":0.0002139566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000845679,"about_ca_topic_score_gemma":0.0006285516,"domain_scores_codex":[0.9969419,0.001255356,0.0001691486,0.0002595767,0.0007447604,0.0006292894],"domain_scores_gemma":[0.9976472,0.001742649,0.00007016936,0.0002177367,0.0001412296,0.0001810199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005547859,0.0001438751,0.001016993,0.00001891597,0.00005936118,0.0002848653,0.7582316,0.00001766579,0.009025278,0.1673676,0.04880662,0.0149718],"study_design_scores_gemma":[0.00009182164,0.00004187805,0.001170967,0.00001998274,0.000004931292,8.514374e-7,0.0563866,0.0000376143,0.001203265,0.01108588,0.9298519,0.0001043386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6559374,0.000270542,0.001273006,0.03011309,0.0007309041,0.0004497524,0.000003600114,0.0005570994,0.3106646],"genre_scores_gemma":[0.9805968,0.000153145,0.0105778,0.0009914892,0.000428376,0.00008577998,0.000003266901,0.0000228373,0.007140515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8810452,"threshold_uncertainty_score":0.9995438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7071676467671201,"score_gpt":0.6860541701467932,"score_spread":0.02111347662032692,"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."}}