{"id":"W4388780016","doi":"10.1108/jd-11-2022-0254","title":"Advocating for a more active role for the user in LIS participatory research: a scoping literature review","year":2023,"lang":"en","type":"article","venue":"Journal of Documentation","topic":"Library Science and Administration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Citizen journalism; Knowledge management; Participant observation; Computer science; Participatory design; Information science; Participatory action research; Data science; Sociology; Library science; Engineering ethics; World Wide Web; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1714356,0.0017196,0.004867221,0.04446341,0.008640999,0.01994478,0.003598778,0.007989117,0.003361466],"category_scores_gemma":[0.2861921,0.002069594,0.003788165,0.03901076,0.01187443,0.02093266,0.01224572,0.00589863,0.00128946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01478668,"about_ca_system_score_gemma":0.09197327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009238623,"about_ca_topic_score_gemma":0.02108154,"domain_scores_codex":[0.8489707,0.0992172,0.02914212,0.004278052,0.01587772,0.002514252],"domain_scores_gemma":[0.6106611,0.301641,0.02262583,0.007902661,0.05395698,0.003212493],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001330008,0.0001465422,0.002296726,0.3518084,0.0006944537,0.00121493,0.0544254,0.0008859314,0.0009986185,0.0503042,0.01804894,0.5190429],"study_design_scores_gemma":[0.00002453281,0.0001133874,0.00102313,0.8155253,0.0006564957,0.0005409235,0.02680263,0.000367583,0.0004174706,0.01072445,0.1437286,0.00007553438],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004287099,0.9220049,0.0194996,0.03533054,0.003369957,0.004532029,0.0002035713,0.00008088255,0.01069152],"genre_scores_gemma":[0.03700195,0.9102646,0.0321374,0.007658269,0.0007711711,0.01019246,0.0003004152,0.00007016867,0.001603592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8285644,"threshold_uncertainty_score":0.9066491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2505402611690001,"score_gpt":0.5341404453162293,"score_spread":0.2836001841472292,"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."}}