{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005826714,0.0007976597,0.0002434219,0.001152227,0.006702209,0.006300178,0.000514604,0.001323201,0.426162],"category_scores_gemma":[0.001056127,0.0002789805,0.0003477053,0.0008773751,0.001174727,0.002428673,0.004995964,0.001686625,0.1052641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566174,"about_ca_system_score_gemma":0.001458104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167709,"about_ca_topic_score_gemma":0.05860694,"domain_scores_codex":[0.9995636,0.00007520976,0.000009592894,0.00004740183,0.0001485327,0.0001555416],"domain_scores_gemma":[0.9993604,0.0000606441,0.00002155406,0.00005277389,0.0001195075,0.0003851057],"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":[0.00003539842,0.00001761153,0.0001094781,0.00008245015,0.000001225292,0.0001897011,0.001694889,0.00001992347,0.0002992266,0.006672516,0.93617,0.05470762],"study_design_scores_gemma":[0.000001561806,0.000006463533,0.0002691941,0.00005073123,3.382069e-7,0.00006918779,0.001243755,0.000006351587,0.00005399596,0.0002924129,0.9980038,0.000002219819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002254598,0.001806582,0.0003027517,0.002736363,0.004025562,0.00005210609,0.0004058969,0.000338194,0.9880781],"genre_scores_gemma":[0.01090222,0.0005582899,0.0004223307,0.000476919,0.0002638332,0.00003611818,0.0002765827,0.0002247557,0.986839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.426162,"threshold_uncertainty_score":0.8185103,"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."}}