{"id":"W4417215745","doi":"10.1177/14767503251400127","title":"Moving at the Speed of Trust: A Strengths-Based Analysis of a Participatory Storytelling Project with and for Criminalized Peoples","year":2025,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University; University of British Columbia","funders":"Vancouver Foundation","keywords":"Storytelling; Participatory action research; Citizen journalism; Dignity; Action (physics); Action research; Process (computing)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222859,0.00007564545,0.0002854292,0.0008238691,0.0007319695,0.00004358448,0.0002215858,0.00006606627,0.00009733441],"category_scores_gemma":[0.00830263,0.00005403006,0.00009736301,0.002616262,0.001304542,0.00009511101,0.00006854311,0.0001879993,4.38339e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118513,"about_ca_system_score_gemma":0.001553276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005212484,"about_ca_topic_score_gemma":0.01704271,"domain_scores_codex":[0.9951734,0.002887263,0.000259186,0.0002514782,0.0009822905,0.0004463898],"domain_scores_gemma":[0.9894187,0.009391134,0.0001125339,0.0002703393,0.0007211565,0.00008607601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01289951,0.001254867,0.622283,0.002616124,0.004638618,0.000006370552,0.136908,0.005167447,0.1181844,0.02314387,0.001689673,0.07120811],"study_design_scores_gemma":[0.004010243,0.00160467,0.1757935,0.0005043522,0.00287439,2.490242e-7,0.2953929,0.2162028,0.2684507,0.0007911524,0.03388554,0.0004895311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955789,0.0002201703,0.002198783,0.0003737833,0.0000217378,0.0008010027,0.00001396025,0.00001363991,0.0007780063],"genre_scores_gemma":[0.9977244,0.00008873792,0.00073701,0.00001285174,0.00001769922,0.0001727645,0.000002451048,0.00000701786,0.00123712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4464895,"threshold_uncertainty_score":0.9939623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7732323890232448,"score_gpt":0.7031421030833713,"score_spread":0.07009028593987343,"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."}}