{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220785,0.0004350542,0.0007235556,0.001923903,0.000350871,0.002154438,0.0007567129,0.0005962927,0.006269311],"category_scores_gemma":[0.01442754,0.0002843197,0.0002368436,0.002148864,0.0002979428,0.0028279,0.0009425729,0.0006166815,0.001753764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806322,"about_ca_system_score_gemma":0.0008327687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002871797,"about_ca_topic_score_gemma":0.003435523,"domain_scores_codex":[0.9993724,0.00021274,0.00005108594,0.0001534328,0.0001617183,0.0000487011],"domain_scores_gemma":[0.9905434,0.00718,0.0006599526,0.0006799523,0.0005854779,0.0003512126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005413427,0.0007776827,0.03182283,0.001443108,0.0002253989,0.0002807924,0.003420197,0.01412918,0.03089899,0.007574161,0.02248998,0.8815243],"study_design_scores_gemma":[0.0008482261,0.003957384,0.1955404,0.0009864983,0.0009149631,0.00123268,0.004201754,0.6400297,0.05689622,0.02917184,0.06578428,0.0004361163],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.746071,0.008822102,0.1803915,0.001830158,0.0002551446,0.0008670046,0.01729777,0.01964282,0.02482237],"genre_scores_gemma":[0.890475,0.001388191,0.09777445,0.00009678004,0.0001061213,0.0003724737,0.006824979,0.0004950015,0.002466993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006269311,"threshold_uncertainty_score":0.02097291,"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."}}