{"id":"W7115584554","doi":"10.15180/252406","title":"Silence in the collections -- revealing science stories through Indigenous partnership","year":2025,"lang":"en","type":"article","venue":"Science Museum Group Journal","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Exhibition; General partnership; Traditional knowledge; The arts; Elite; Science education; Value (mathematics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01702033,0.00106905,0.0010289,0.003010774,0.04533298,0.01949024,0.00434498,0.004103525,0.005670115],"category_scores_gemma":[0.0266906,0.001056035,0.0006585179,0.003340536,0.07035399,0.02517937,0.03247571,0.01042301,0.001083166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01278835,"about_ca_system_score_gemma":0.006565565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0192627,"about_ca_topic_score_gemma":0.02614566,"domain_scores_codex":[0.9721634,0.01957431,0.0005444175,0.001404204,0.003499207,0.002814388],"domain_scores_gemma":[0.977163,0.01638242,0.001718982,0.001652169,0.001389199,0.001694216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006309853,0.000003140848,0.0001370896,0.00002923576,0.000002443223,0.000228504,0.9902357,0.000008876799,0.0001012806,0.007387477,0.0007963275,0.001063567],"study_design_scores_gemma":[0.000002070108,0.000008604399,0.0003583557,0.0001200722,0.000005125383,0.0003081801,0.9082917,0.00003375367,0.0002736527,0.003215075,0.08736821,0.00001522149],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603735,0.01106965,0.01268727,0.05458952,0.001704316,0.0002186282,0.0003286182,0.0003001929,0.3153668],"genre_scores_gemma":[0.9781508,0.001943816,0.001007356,0.002601245,0.0002540989,0.0001146896,0.00006734724,0.0002232314,0.01563733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.954667,"threshold_uncertainty_score":0.09278643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380193822409829,"score_gpt":0.3694340443314295,"score_spread":0.3356321061073312,"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."}}