{"id":"W170258093","doi":"","title":"A Unified Framework for Utility Based Measures for Mining Itemsets","year":2006,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Data mining; Computer science; Process (computing); Function (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003591888,0.00009070395,0.0001073663,0.00004055599,0.0001928669,0.0001640496,0.0005267109,0.00005897382,0.000006183509],"category_scores_gemma":[0.0001290892,0.00008078426,0.00006676403,0.0002009225,0.0000226024,0.0001460478,0.00004459799,0.00003810575,0.000003406983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001158957,"about_ca_system_score_gemma":0.00006288359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000617903,"about_ca_topic_score_gemma":0.00002682324,"domain_scores_codex":[0.9991215,0.00001149811,0.0001780507,0.0003476033,0.0001174342,0.0002239395],"domain_scores_gemma":[0.998648,0.000606704,0.0000557164,0.0005302659,0.000113203,0.00004604327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001031526,0.000149585,0.0003060207,0.00002568406,0.000009172567,2.734982e-7,0.00006523746,0.00005706623,0.0001728416,0.742557,0.03871321,0.2179336],"study_design_scores_gemma":[0.000314471,0.00004501854,0.001130188,0.00001468332,0.000006324519,5.216676e-7,0.00001972726,0.8161157,0.002015408,0.0659022,0.1142875,0.0001483104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006756244,0.00002289346,0.9957952,0.001688526,0.0001072651,0.0003999648,0.00008554673,0.000199716,0.001025219],"genre_scores_gemma":[0.1360815,1.786689e-7,0.8628694,0.0003288686,0.00009137891,0.0003020392,0.00004718814,0.000006549925,0.0002728363],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8160586,"threshold_uncertainty_score":0.3294286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05371318287178579,"score_gpt":0.3005510801555023,"score_spread":0.2468378972837165,"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."}}