{"id":"W7006899850","doi":"","title":"Younger Adults Derive Pleasure and Utilitarian Benefits from Browsing for Music Information Seeking in Physical and Digital Spaces. A Review of: Laplante, A., & Downie, J. S. (2011). The utilitarian and hedonic outcomes of music information-seeking in everyday life. Library & Information Science Research, 33, 202-210. doi:10.1016/j.lisr.2010.11.002","year":2012,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information seeking; Pleasure; Active listening; Digital audio; Perspective (graphical); Variation (astronomy); Test (biology)","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":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003987361,0.0002969078,0.0007085638,0.001635545,0.0004072386,0.002185614,0.001658396,0.0001121424,0.0003001967],"category_scores_gemma":[0.001559404,0.0002237627,0.00009579529,0.001823639,0.0004714167,0.08920088,0.001650254,0.0005187378,0.00001439965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000853955,"about_ca_system_score_gemma":0.0004341588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215524,"about_ca_topic_score_gemma":0.00007979978,"domain_scores_codex":[0.9960635,0.0002090281,0.001531242,0.0002292451,0.001366691,0.0006002541],"domain_scores_gemma":[0.9964292,0.0009780446,0.001063551,0.0004596873,0.0007819696,0.0002875405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006100503,0.0002943913,0.5743575,0.004312312,0.0001060352,0.000001865677,0.05901941,0.00006032794,0.0003960055,0.002328739,0.004336379,0.354177],"study_design_scores_gemma":[0.001071157,0.0000375959,0.9782039,0.003028943,0.00002333331,0.000009548776,0.001634906,0.01008928,0.0002412821,0.0004638725,0.00489488,0.0003013267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870083,0.008527611,0.0008180725,0.0004770625,0.0001857228,0.001671706,0.0003179141,0.00002426973,0.0009693084],"genre_scores_gemma":[0.9954798,0.00351082,0.0005028217,0.0003154831,0.0000373567,0.00005387363,0.0000773058,0.000009245035,0.00001325174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4038464,"threshold_uncertainty_score":0.9988502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540413549588023,"score_gpt":0.4326099421577238,"score_spread":0.2785685871989215,"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."}}