{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005289514,0.0002625358,0.0002944876,0.002024211,0.02083637,0.007796488,0.001181703,0.002994679,0.008898632],"category_scores_gemma":[0.008714012,0.0004301784,0.0002583486,0.001776517,0.009888413,0.0113872,0.007439033,0.006019255,0.001183648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300174,"about_ca_system_score_gemma":0.01109143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1075687,"about_ca_topic_score_gemma":0.133858,"domain_scores_codex":[0.9955329,0.002403273,0.0001499178,0.0003503445,0.0006935947,0.0008700929],"domain_scores_gemma":[0.994541,0.002549344,0.0003260672,0.0001614247,0.001231476,0.001190702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001166611,0.00002136889,0.001057178,0.00003593496,0.000002110977,0.0008842376,0.9711967,0.00003345286,0.000315429,0.01311297,0.005686604,0.0076424],"study_design_scores_gemma":[0.000002199194,0.000008413906,0.0004784054,0.0000794222,0.000002018841,0.0002401659,0.8849295,0.00004320957,0.00007228267,0.001475875,0.1126608,0.000007637977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5147083,0.00449319,0.004821933,0.09378506,0.0009107148,0.0003522313,0.0002894954,0.00007425793,0.3805648],"genre_scores_gemma":[0.9322984,0.001929257,0.001448489,0.008246497,0.00006156087,0.000122281,0.0001160207,0.00004164607,0.05573594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075687,"threshold_uncertainty_score":0.2138852,"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."}}