{"id":"W2772951174","doi":"10.1177/1476750317745955","title":"Adaptation of a structured story-dialogue method for action research with social movement activists","year":2017,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Public Health Ontario; University of Toronto","funders":"","keywords":"Action research; Action (physics); Movement (music); Qualitative research; Social constructivism; Grounded theory; Adaptation (eye); Participant observation; Context (archaeology); Participatory action research; Social research; Social movement; Sociology; Pedagogy; Psychology; Social science; Political science; Aesthetics; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04561091,0.0001336748,0.0002861166,0.0006418605,0.007870466,0.0004054431,0.000794782,0.0002540495,0.0001433822],"category_scores_gemma":[0.01303192,0.000125261,0.0000948565,0.0006493474,0.001791667,0.0008593484,0.0001736864,0.001160966,0.00001562067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092279,"about_ca_system_score_gemma":0.001972545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01864414,"about_ca_topic_score_gemma":0.02527416,"domain_scores_codex":[0.9835246,0.01071703,0.0002628731,0.0005383894,0.003791966,0.001165134],"domain_scores_gemma":[0.9921082,0.003596403,0.0002664076,0.0005625063,0.003170393,0.0002960659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004152956,0.0004536814,0.002543479,0.0002697718,0.0002252746,0.000007718845,0.04146124,0.00009802371,0.1445605,0.04103699,0.006041491,0.7591488],"study_design_scores_gemma":[0.005443579,0.003650694,0.1910306,0.0001777576,0.00006742557,0.000001642457,0.1762143,0.01039613,0.2267547,0.05464483,0.3308165,0.0008017594],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902692,0.00004268483,0.09208854,0.006622966,0.0005379588,0.003556835,0.00004524098,0.00008176778,0.006754851],"genre_scores_gemma":[0.9836232,0.00006227534,0.01200631,0.00001293378,0.0007634952,0.000742127,0.000009265255,0.0000337559,0.002746612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7583471,"threshold_uncertainty_score":0.9952818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9254772498682508,"score_gpt":0.7713054344567797,"score_spread":0.1541718154114711,"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."}}