{"id":"W6989409220","doi":"","title":"Archivists and Technological Competencies: A Conversation about Archival Education","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Session (web analytics); Order (exchange); Professional development; Archival science; Professional association","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016603,0.0001865198,0.0001559235,0.0003550841,0.0003923218,0.0004272454,0.0003228449,0.00002248472,0.00005023177],"category_scores_gemma":[0.00001628848,0.0001828776,0.0000621591,0.00007423168,0.001290928,0.001061805,0.0002433602,0.0002023727,0.0002729112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004882984,"about_ca_system_score_gemma":0.00005558507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005593651,"about_ca_topic_score_gemma":0.00035869,"domain_scores_codex":[0.9989378,0.00007532746,0.0001521235,0.0003687725,0.0002140288,0.0002519909],"domain_scores_gemma":[0.9994174,0.00007058753,0.0000949192,0.0002015356,0.00008441333,0.0001311388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001577997,0.0004356782,0.1641806,0.0001136561,0.0001153122,0.00004807203,0.007595644,6.780484e-7,0.0001368407,0.7705089,0.00001143914,0.05669537],"study_design_scores_gemma":[0.000363117,0.0002503538,0.8984228,0.0001353342,0.00004072617,0.00001520522,0.001206641,9.679043e-7,0.00007469775,0.02217073,0.07704055,0.000278807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448107,0.00001211639,0.0002800389,0.0005144108,0.0002294775,0.0002185297,0.00004534517,0.0001770787,0.05371226],"genre_scores_gemma":[0.9890147,0.00002365314,0.00005822825,0.0004380328,0.0002595432,0.000002322035,0.00006471016,0.000013957,0.01012484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7483382,"threshold_uncertainty_score":0.7457534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08314767978534024,"score_gpt":0.2697843582829078,"score_spread":0.1866366784975675,"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."}}