{"id":"W2557523911","doi":"10.15353/joci.v12i3.3284","title":"Digital Cultural Heritage and Social Sustainability","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Social sustainability; Cultural heritage; Public relations; Sustainability organizations; Sustainability science; Cultural sustainability; Equity (law); Business; Literacy; Community engagement; Political science; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003380268,0.00006113271,0.00009329819,0.00002882502,0.0005171236,0.0002375708,0.0002561069,0.000005186367,0.00002433164],"category_scores_gemma":[0.00004232673,0.00002600858,0.00005035279,0.00001010763,0.0005631179,0.001504958,0.0001386289,0.0001657419,0.000007382542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002551665,"about_ca_system_score_gemma":0.00001553732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004941564,"about_ca_topic_score_gemma":0.000006420058,"domain_scores_codex":[0.9994165,0.00006191683,0.0002865875,0.000003844249,0.0001452374,0.00008594956],"domain_scores_gemma":[0.9992676,0.000269154,0.0001910519,0.00008054404,0.0001662986,0.00002538088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006870392,0.0001169131,0.00004783209,0.00009975177,0.00008143126,3.947887e-7,0.4950573,0.00000161248,0.000001079923,0.3810529,0.005065084,0.118407],"study_design_scores_gemma":[0.0004698651,0.0002890303,0.00481075,0.00003337473,0.00003320085,0.00003957663,0.5363307,0.000004688584,0.000002972194,0.17928,0.2786061,0.00009978045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373822,0.000004338849,0.0001100849,0.003478291,0.00004666732,0.00004380138,0.00003483861,0.000007416324,0.1588924],"genre_scores_gemma":[0.9983654,0.00001210345,0.000005976206,0.0002618933,0.00008670296,3.291944e-7,0.000002541388,0.000002336931,0.001262708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.273541,"threshold_uncertainty_score":0.3977349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207640700547286,"score_gpt":0.2338873391452036,"score_spread":0.2018109321397307,"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."}}