{"id":"W4389815963","doi":"10.18438/eblip30483","title":"Evidence Summary Theme: All Things Virtual","year":2023,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Theme (computing); Computer science; World Wide Web; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05630011,0.002013896,0.006159267,0.01300422,0.002060978,0.01253802,0.005894613,0.01374034,0.02960282],"category_scores_gemma":[0.3070362,0.001887731,0.008427154,0.01234222,0.003218007,0.01134074,0.007488835,0.01288107,0.004387381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009713456,"about_ca_system_score_gemma":0.02044411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821965,"about_ca_topic_score_gemma":0.005031855,"domain_scores_codex":[0.9286594,0.02651768,0.02174512,0.003493586,0.01818175,0.001402526],"domain_scores_gemma":[0.6909409,0.2257829,0.03594232,0.00565952,0.03859952,0.003074865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003710893,0.00005554456,0.001170752,0.532839,0.002878247,0.000120644,0.0008179083,0.0002225169,0.0002122502,0.01165634,0.2712628,0.178393],"study_design_scores_gemma":[0.0003871962,0.0001020694,0.001648879,0.7001153,0.003301496,0.0001748115,0.0008014903,0.0001345516,0.0001458176,0.007088916,0.286059,0.00004058174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006371933,0.7247387,0.002559723,0.1929843,0.05603376,0.003439654,0.005375088,0.0001538547,0.01407783],"genre_scores_gemma":[0.01944169,0.7290456,0.009839036,0.1975072,0.02563395,0.009683005,0.003836959,0.0001969356,0.00481571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05630011,"threshold_uncertainty_score":0.297747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724970483445646,"score_gpt":0.3190444105966361,"score_spread":0.2717947057621797,"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."}}