{"id":"W3175800149","doi":"10.18357/kula.139","title":"Evolving Knowledge","year":2021,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Photography; Conversation; Visual arts; Colonialism; History; Art; Sociology; Art history; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003713735,0.000213405,0.0002986448,0.0001741216,0.0009398105,0.0003004674,0.00008485316,0.00005684969,0.0008621109],"category_scores_gemma":[0.001176198,0.0001992071,0.00007549571,0.0002092206,0.0002516642,0.0006254791,0.0001764482,0.0001010653,0.00004983718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006955329,"about_ca_system_score_gemma":0.00005532037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484337,"about_ca_topic_score_gemma":0.00114411,"domain_scores_codex":[0.9987304,0.0001293478,0.0004362416,0.0003543036,0.0001654186,0.0001843546],"domain_scores_gemma":[0.9962207,0.000651777,0.0001448716,0.0002086091,0.002716538,0.00005752076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001280103,0.0002098557,0.005116208,0.0003120502,0.0002008374,0.000001841212,0.2781208,8.456558e-7,0.0003900127,0.5324804,0.1452555,0.0378988],"study_design_scores_gemma":[0.0002888115,0.00002830863,0.01426376,0.000249371,0.00007507236,0.000003298919,0.02720352,0.001251688,0.001615864,0.006396184,0.9483212,0.0003029718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04863126,0.05698194,0.001012485,0.006477545,0.0008526963,0.0004353662,0.00003008547,0.0005191303,0.8850595],"genre_scores_gemma":[0.6336728,0.002597756,0.0002873816,0.0001222773,0.0003658368,0.0001666363,0.0001222733,0.00002076589,0.3626442],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8030657,"threshold_uncertainty_score":0.943951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09116916547320936,"score_gpt":0.3772754295273287,"score_spread":0.2861062640541194,"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."}}