{"id":"W4392154770","doi":"10.32920/25285912.v1","title":"Shared Space: A Photovoice Tale of Ukrainian Refugee Women and Canadian Hosts in Toronto","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Refugee; Ukrainian; Space (punctuation); Gender studies; Photography; Sociology; Political science; Media studies; Visual arts; Art; Computer science; Law","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":[0.002660708,0.00131135,0.0007602792,0.002867284,0.08707653,0.00898123,0.002902393,0.00280621,0.01112804],"category_scores_gemma":[0.003933107,0.0007323422,0.0006129453,0.004312468,0.01817492,0.003429793,0.01031207,0.005212045,0.000879181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06831869,"about_ca_system_score_gemma":0.04035995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613944,"about_ca_topic_score_gemma":0.9901058,"domain_scores_codex":[0.9957361,0.00157119,0.00005522794,0.0003204475,0.0005460245,0.001770958],"domain_scores_gemma":[0.9970487,0.0005617511,0.0001448789,0.0001326856,0.0005707667,0.001541298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003515033,0.00001477476,0.001473543,0.00004414679,0.000006728465,0.001144006,0.9810427,0.00003121303,0.0003131926,0.002719137,0.008080765,0.005094589],"study_design_scores_gemma":[0.000002052006,0.000008951593,0.001640378,0.00004489524,0.0000039355,0.0001084424,0.9531737,0.00001346625,0.00005650458,0.00009773663,0.04483752,0.00001243837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016334,0.005399051,0.001537992,0.03168857,0.001376765,0.0002804047,0.0008149015,0.0001125712,0.1571563],"genre_scores_gemma":[0.9358757,0.002498768,0.0008366471,0.002127456,0.0001063384,0.00007652605,0.0002395364,0.0001414113,0.05809768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08707653,"threshold_uncertainty_score":0.4956891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.283313748942236,"score_gpt":0.5803398910602754,"score_spread":0.2970261421180393,"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."}}