{"id":"W2551671722","doi":"10.1080/08893675.2016.1256466","title":"The raw and the poignant: using community poetry in research","year":2016,"lang":"en","type":"article","venue":"Journal of Poetry Therapy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Poetry; Raw data; The arts; Sociology; Context (archaeology); Qualitative research; Literature; Creative writing; Social science; History; Visual arts; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.08326237,0.0000776825,0.0002131744,0.000169035,0.002159842,0.0001839224,0.000916069,0.00008332254,0.0000542466],"category_scores_gemma":[0.00833287,0.00003071632,0.00008112263,0.0006051372,0.003216332,0.0003111802,0.0001160198,0.001125095,0.000003700639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365222,"about_ca_system_score_gemma":0.0005713488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489222,"about_ca_topic_score_gemma":0.0007263203,"domain_scores_codex":[0.9735538,0.02426895,0.0003898568,0.00007312087,0.001165789,0.0005484433],"domain_scores_gemma":[0.9842474,0.01465943,0.0002010367,0.0002872606,0.0004236309,0.0001811719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01006781,0.0007062998,0.1042628,0.00001857051,0.0003068493,0.00009863366,0.1536186,0.00001298756,0.1010802,0.1040689,0.002430817,0.5233275],"study_design_scores_gemma":[0.02044492,0.001526133,0.2224157,0.0009341751,0.00002431025,0.00008060889,0.1416766,0.000345129,0.0128751,0.3583589,0.2407744,0.000544082],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829678,0.003647712,0.0002485621,0.01092996,0.0001972997,0.0001986146,5.320175e-7,0.000004103855,0.001805429],"genre_scores_gemma":[0.9923997,0.00670491,0.0001372967,0.0001444614,0.0002869494,0.000003311759,1.017245e-8,0.000009842683,0.0003135335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227835,"threshold_uncertainty_score":0.9994963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8913469828478611,"score_gpt":0.7286911756237973,"score_spread":0.1626558072240638,"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."}}