{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006130771,0.0006814899,0.0002264899,0.001089467,0.007928406,0.00648143,0.00046359,0.001183377,0.2909519],"category_scores_gemma":[0.0009693131,0.0002323529,0.0002811891,0.0009801604,0.001711967,0.002421401,0.005058093,0.001564789,0.04423303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920399,"about_ca_system_score_gemma":0.001546566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619681,"about_ca_topic_score_gemma":0.07469419,"domain_scores_codex":[0.9996146,0.00008927365,0.000008716393,0.00004171092,0.0001082063,0.0001374896],"domain_scores_gemma":[0.9994445,0.00006398731,0.00002187907,0.00004741227,0.00008525774,0.0003368666],"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":[0.00004675681,0.00002415213,0.0002439828,0.000117072,0.000002212553,0.0003257397,0.006160515,0.00002849542,0.0003481937,0.01918256,0.9042677,0.06925269],"study_design_scores_gemma":[0.00000176852,0.00000820149,0.0005688456,0.00006796951,4.259357e-7,0.00008344365,0.004079968,0.000006682896,0.00005102413,0.0005290573,0.9946001,0.000002578775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005096124,0.003127184,0.0002819923,0.004562006,0.003524144,0.00004606696,0.0003747565,0.0002004415,0.9827874],"genre_scores_gemma":[0.03147249,0.001019463,0.0004744655,0.000699345,0.0002930772,0.00004585032,0.0002841328,0.0001727232,0.9655385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2909519,"threshold_uncertainty_score":0.9733312,"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."}}