{"id":"W4233787556","doi":"10.1007/978-1-4939-7131-2_100682","title":"Modeling Temporal User Interests","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Human–computer interaction","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":[],"consensus_categories":[],"category_scores_codex":[0.001952612,0.0008998056,0.001026442,0.001046806,0.000450404,0.002241032,0.00170605,0.00117174,0.004902218],"category_scores_gemma":[0.007831368,0.0006466688,0.0009699252,0.001900235,0.0005107005,0.004107409,0.001079948,0.00183398,0.001894178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101634,"about_ca_system_score_gemma":0.0005908864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007699909,"about_ca_topic_score_gemma":0.009068431,"domain_scores_codex":[0.9991933,0.0003307083,0.00003026482,0.0002050485,0.0001539329,0.00008679782],"domain_scores_gemma":[0.9975297,0.0016472,0.0001451658,0.000331417,0.0002410156,0.0001054941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003729761,0.0003430991,0.008704864,0.0002979478,0.0003625889,0.0002792347,0.0006748937,0.3495889,0.003218472,0.2720546,0.01831218,0.3457902],"study_design_scores_gemma":[0.000006329138,0.00002742245,0.0005539791,0.00001939742,0.00003519954,0.000074765,0.00003549304,0.9380433,0.000378422,0.05762955,0.003184098,0.00001200973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05035997,0.006840046,0.9197212,0.001354803,0.0002357335,0.00005787291,0.0006490886,0.0006778549,0.02010348],"genre_scores_gemma":[0.8156168,0.005238668,0.1315809,0.0002794027,0.0005060911,0.0001431807,0.001493323,0.0002491019,0.04489265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007699909,"threshold_uncertainty_score":0.01639956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05751516350636872,"score_gpt":0.272116502772287,"score_spread":0.2146013392659183,"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."}}