{"id":"W4283024774","doi":"10.18438/eblip30006","title":"Audio Feedback Project: A Project to Increase Social Presence in a Virtual Library and Knowledge Service","year":2022,"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":"","funders":"","keywords":"Likert scale; Computer science; Service (business); Point (geometry); Multimedia; Sample (material); Mission statement; Statement (logic); Psychology; World Wide Web; Medical education; Medicine; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01537002,0.0008205875,0.0004041211,0.002174217,0.003468651,0.003517009,0.00197513,0.001470951,0.01233008],"category_scores_gemma":[0.0312458,0.0003992926,0.000689289,0.0009631178,0.002537629,0.003139788,0.006135294,0.001387853,0.00191939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139812,"about_ca_system_score_gemma":0.01150162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739658,"about_ca_topic_score_gemma":0.004803373,"domain_scores_codex":[0.9853629,0.01009651,0.0003571342,0.0008274038,0.002201103,0.001155106],"domain_scores_gemma":[0.9727201,0.01480238,0.001630229,0.001370504,0.00385401,0.005622779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005573789,0.007967385,0.008238811,0.003044987,0.0001040101,0.002006006,0.08162034,0.0007817071,0.01877119,0.004393266,0.03476848,0.83273],"study_design_scores_gemma":[0.007741301,0.06694535,0.05637841,0.002752516,0.0007127575,0.003679794,0.246283,0.007514279,0.04094706,0.01023499,0.5562958,0.0005148538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418294,0.001988428,0.05495937,0.0144973,0.001709608,0.01553089,0.001613454,0.004410086,0.0634615],"genre_scores_gemma":[0.8274172,0.001501885,0.129834,0.002475061,0.0007707651,0.008005503,0.0006323517,0.0004173789,0.02894588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01537002,"threshold_uncertainty_score":0.08128542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306151257250882,"score_gpt":0.3167248196943075,"score_spread":0.2861096939692193,"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."}}