{"id":"W3172428694","doi":"10.1080/17540763.2021.1877791","title":"“Just like us”: migrancy, photography, and visual incorporation","year":2021,"lang":"en","type":"article","venue":"Photographies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Photography; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003777722,0.000161858,0.0001876331,0.0003668358,0.0008114855,0.0002744335,0.00008955476,0.0001437957,0.0002441067],"category_scores_gemma":[0.000113552,0.0001595374,0.0001371117,0.001612123,0.0005055367,0.0004956249,0.00002532028,0.000132079,0.00001183561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001690966,"about_ca_system_score_gemma":0.0001391391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006687234,"about_ca_topic_score_gemma":0.1555259,"domain_scores_codex":[0.9985029,0.0002209168,0.0002680735,0.0003421011,0.000396437,0.000269609],"domain_scores_gemma":[0.9992121,0.00007453393,0.0001167601,0.000137236,0.0003231638,0.0001362461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001055886,0.0005541251,0.7819747,0.0001131047,0.0001918135,0.00002651026,0.07509759,0.000003004977,0.0467122,0.05428927,0.02527577,0.01565631],"study_design_scores_gemma":[0.001226654,0.0003248002,0.1705579,0.0001627953,0.0001807244,0.00002019601,0.058454,0.0004339587,0.04455448,0.02151079,0.7013504,0.001223295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889427,0.002695416,0.0003408188,0.0003084848,0.0005343381,0.0002687388,0.00001324878,0.0001500018,0.006746241],"genre_scores_gemma":[0.9902189,0.007717891,0.0004479907,0.000435828,0.0003233177,0.00005516801,0.00008195895,0.00001390306,0.000705038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6760746,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431243249118917,"score_gpt":0.2921433503740346,"score_spread":0.2778309178828454,"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."}}