{"id":"W2512015281","doi":"10.1386/jaah.7.1.55_1","title":"Re-stitching and strengthening community: Three global examples of how doll-making translates into well-being in Indigenous cultures","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Arts and Health","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Indigenous; Zulu; Sociology; Identity (music); Silence; Spirituality; Gender studies; Aesthetics; Medicine; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.000912724,0.000107267,0.0003376771,0.00009529525,0.0002829354,0.0000415661,0.0001317413,0.00006358305,0.00001809724],"category_scores_gemma":[0.0000109569,0.00007372619,0.00003230334,0.00006945132,0.00009158766,0.0001661135,0.00003766393,0.0002821077,4.626974e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005030333,"about_ca_system_score_gemma":0.00005021589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004944419,"about_ca_topic_score_gemma":0.002056372,"domain_scores_codex":[0.9991596,0.00006306222,0.0003204564,0.00009022152,0.0001327793,0.000233897],"domain_scores_gemma":[0.9992196,0.0001436782,0.0004113921,0.00009704327,0.00002469477,0.0001035939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007253716,0.0002731961,0.1393273,0.0002989265,0.0001703232,0.00002695464,0.2884123,0.00001811833,0.0006099551,0.03120802,0.0004498104,0.5384797],"study_design_scores_gemma":[0.01001967,0.002807544,0.6568502,0.003874863,0.0001184615,0.0001811159,0.1184175,0.00001227106,0.0003434275,0.1944147,0.01226595,0.0006942753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895021,0.001216497,0.0006609438,0.003036791,0.00008893938,0.0001026588,0.000005999555,0.000006191061,0.005379834],"genre_scores_gemma":[0.9977784,0.0004237758,0.001437978,0.0002816406,0.00006615045,4.200918e-7,4.343395e-7,0.000005541378,0.000005633382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5377854,"threshold_uncertainty_score":0.3006467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489294261335957,"score_gpt":0.3387804708451563,"score_spread":0.2938875282317967,"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."}}