{"id":"W7084029370","doi":"10.6084/m9.figshare.29998033.v2","title":"Community and Beyond Words Artworks - BAS 2025","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Agriculture, Water, and Health","field":"Environmental Science","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":["insufficient_payload"],"category_scores_codex":[0.0002827219,0.0001840815,0.000250971,0.00002509782,0.0002174574,0.0001044055,0.0005698255,0.0002545897,0.06601892],"category_scores_gemma":[0.00000644891,0.0001356151,0.00002528719,0.0001089622,0.0001351267,0.00006425284,0.0009885627,0.0004625148,0.001858904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006146867,"about_ca_system_score_gemma":0.00002651934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009230425,"about_ca_topic_score_gemma":0.02226127,"domain_scores_codex":[0.9991327,0.0001310315,0.000132855,0.0002610391,0.0001243075,0.0002180658],"domain_scores_gemma":[0.9994189,0.00002829531,0.00008508912,0.0003561252,0.000002034852,0.0001095461],"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":[0.000005472405,0.00005823085,0.00289543,0.00001280952,0.00001432708,0.000003231016,0.0005574187,0.000001390102,0.000003475474,0.00002304053,0.9309288,0.06549639],"study_design_scores_gemma":[0.0001749361,0.00002631117,0.004901427,0.000101796,0.00002292631,0.000001562984,0.0002825063,0.000003775245,0.00001337252,0.0002733442,0.9940214,0.0001766683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001694639,0.0002163663,0.00002381362,0.000284048,0.0001507116,0.0004492699,0.0000674013,0.000003487881,0.9971102],"genre_scores_gemma":[0.001186038,0.0003207241,0.002498092,0.0003955325,0.00007670927,0.00001103986,0.00008946413,0.0000361357,0.9953862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06531972,"threshold_uncertainty_score":0.9989182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280067306579139,"score_gpt":0.2875492870363714,"score_spread":0.26474861397058,"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."}}