{"id":"W4285614240","doi":"10.5220/0011292000003274","title":"An Interactive System for Capturing Users’ Qualitative Preferences in Recommender Systems","year":2022,"lang":"en","type":"article","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Recommender system; Computer science; Human–computer interaction; World Wide Web; Multimedia","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":[0.001841944,0.0008423433,0.0008783495,0.001534323,0.0006603021,0.001627523,0.0008920064,0.001249777,0.01463584],"category_scores_gemma":[0.008785119,0.0005223951,0.0006033611,0.001482454,0.0001804256,0.001976119,0.001840214,0.0009572479,0.004915049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234787,"about_ca_system_score_gemma":0.0005978289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00553721,"about_ca_topic_score_gemma":0.01294145,"domain_scores_codex":[0.9989176,0.000451709,0.0000949032,0.000251996,0.0002319095,0.00005183106],"domain_scores_gemma":[0.9942392,0.003676856,0.0001855468,0.000789933,0.0008769565,0.0002315538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004921745,0.001001804,0.02061403,0.001806514,0.0007277909,0.0005952788,0.004503496,0.01102889,0.05548925,0.00935383,0.09300672,0.7969507],"study_design_scores_gemma":[0.00110357,0.001945753,0.05354131,0.0004867234,0.0009288416,0.001164123,0.00194928,0.6847863,0.04604986,0.02521672,0.1821133,0.0007141641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09637729,0.001118003,0.7895699,0.0005483889,0.0003409213,0.001468402,0.02232095,0.0783687,0.009887442],"genre_scores_gemma":[0.3186674,0.0005464609,0.6494006,0.000400931,0.000137625,0.002723755,0.01437176,0.001029239,0.01272217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01463584,"threshold_uncertainty_score":0.04896176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08092898204396445,"score_gpt":0.3552387479983093,"score_spread":0.2743097659543449,"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."}}