{"id":"W1601215841","doi":"10.1177/160940690800700203","title":"Fotonovela as a Research Tool in Image-Based Participatory Research with Immigrant Children","year":2008,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Embodied cognition; Narrative; Context (archaeology); Representation (politics); Citizen journalism; Participatory action research; Psychology; Computer science; Sociology; Linguistics; Artificial intelligence; World Wide Web; History","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2205337,0.0001862539,0.0004937539,0.002092961,0.0006362478,0.0001712428,0.001534707,0.0001442773,0.0003868864],"category_scores_gemma":[0.06086025,0.0001523937,0.000181602,0.001936423,0.004592067,0.0007998696,0.0001643915,0.002042985,0.00006628864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408895,"about_ca_system_score_gemma":0.005610934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005866719,"about_ca_topic_score_gemma":0.0005990958,"domain_scores_codex":[0.8811064,0.1088171,0.001222938,0.000446234,0.007151749,0.001255622],"domain_scores_gemma":[0.9671083,0.02420137,0.0003789602,0.0002717939,0.007649736,0.000389828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005946035,0.002180586,0.03986876,0.00002742223,0.0007013249,0.002032986,0.8040507,0.0001750558,0.02259704,0.09228413,0.002048807,0.02808717],"study_design_scores_gemma":[0.01352044,0.007080936,0.1960943,0.001557737,0.00006226489,0.000319831,0.444152,0.0009683527,0.1020812,0.1852668,0.0474006,0.001495584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456024,0.0003284414,0.04490789,0.004431187,0.0002487375,0.0005281817,0.00001205651,0.00001639525,0.003924698],"genre_scores_gemma":[0.7582252,0.0001000577,0.2406158,0.0001404192,0.0003744715,0.00009779438,0.000001548548,0.00002940536,0.0004152942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598987,"threshold_uncertainty_score":0.9981169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9715813971545498,"score_gpt":0.8265607370436283,"score_spread":0.1450206601109215,"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."}}