{"id":"W7015217293","doi":"","title":"Search Timelines: Contextualized search history in support of exploratory search","year":2024,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Graduate Studies and Research, University of Alberta; Natural Sciences and Engineering Research Council of Canada","keywords":"Exploratory search; Exploratory research; Information science; Degree (music); History of computing; Graduate students","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001250689,0.0002476645,0.0005811578,0.001544867,0.00008385522,0.00003467403,0.001494751,0.0003377642,0.00009907124],"category_scores_gemma":[0.00002879475,0.0002996484,0.0002478972,0.001000617,0.0002420639,0.000857097,0.0003061008,0.0008415831,0.0003032151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006046399,"about_ca_system_score_gemma":0.002431144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001751143,"about_ca_topic_score_gemma":0.0004232543,"domain_scores_codex":[0.9973876,0.0002408713,0.00007849892,0.0004749109,0.001356416,0.00046171],"domain_scores_gemma":[0.9979185,0.0001054221,0.0001734409,0.0006417879,0.0009710527,0.0001897585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005806246,0.0001851789,0.0003354046,0.003113627,0.0001343541,0.0006407369,0.09750279,0.0001650755,0.003250865,0.02190081,0.858035,0.01415554],"study_design_scores_gemma":[0.001537919,0.0004985239,0.000743734,0.0005551209,0.00005660851,0.00001001294,0.0662742,0.007966248,0.002454555,0.000009316626,0.9193233,0.0005704135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8054813,0.002344231,0.009077392,0.1686899,0.001743127,0.001690938,0.0001286275,0.0003203497,0.01052425],"genre_scores_gemma":[0.04639924,0.001343055,0.005637759,0.0000929403,0.00007276061,0.000003778168,0.0006643503,0.00007323048,0.9457129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9351887,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639198735260796,"score_gpt":0.2675843115947203,"score_spread":0.2311923242421124,"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."}}