{"id":"W7084081075","doi":"10.6084/m9.figshare.29998033","title":"Community and Beyond Words Artworks - BAS 2025","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Global socioeconomic and cultural dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Scots; Legibility; Spoken word; Handicraft; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004457225,0.0001416608,0.0002550874,0.00002665103,0.0005234671,0.0003189172,0.0006933971,0.0003867775,0.0251143],"category_scores_gemma":[0.00004041678,0.0001347497,0.00004361624,0.00008517964,0.0003184114,0.00007924065,0.0003906508,0.0003626778,0.0004495007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009112925,"about_ca_system_score_gemma":0.0002192396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02904581,"about_ca_topic_score_gemma":0.09423629,"domain_scores_codex":[0.9991523,0.000253605,0.0001182928,0.0001846091,0.00008277337,0.0002083899],"domain_scores_gemma":[0.9995242,0.00005058286,0.0001024581,0.0002101195,0.00001789159,0.00009475344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004028015,0.00003030477,0.0003034898,0.000006672316,0.00006769071,0.000001590065,0.004647821,5.041985e-7,1.459916e-7,0.007212892,0.802178,0.1855469],"study_design_scores_gemma":[0.0001205456,0.000006627447,0.00008720847,0.00007468869,0.00003174225,1.162207e-7,0.01030024,0.000004660648,1.291203e-7,0.001327614,0.9878895,0.0001569734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007181322,0.0004880434,0.00001216733,0.0009632385,0.000373401,0.0003776001,0.0001314265,0.000005392576,0.9969306],"genre_scores_gemma":[0.001348099,0.0004798492,0.0009850224,0.0002720922,0.0001366954,0.000006813589,0.00006535169,0.0000259754,0.9966801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1857115,"threshold_uncertainty_score":0.9774199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036945106289578,"score_gpt":0.3374555350609666,"score_spread":0.3070860839980708,"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."}}