{"id":"W4253282743","doi":"10.1007/s11042-017-4721-y","title":"Editorial Note: Web Data Analysis in Pervasive Multimedia Environment","year":2017,"lang":"en","type":"editorial","venue":"Multimedia Tools and Applications","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; 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":[0.01104189,0.003410451,0.004548097,0.009376193,0.004373696,0.0128052,0.003488059,0.01316109,0.01176531],"category_scores_gemma":[0.04355506,0.001152703,0.002626097,0.004437212,0.00392216,0.005784997,0.002713713,0.01921117,0.0126421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969269,"about_ca_system_score_gemma":0.004759708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913875,"about_ca_topic_score_gemma":0.005897937,"domain_scores_codex":[0.9877507,0.001430816,0.001357645,0.001355733,0.007574683,0.0005304322],"domain_scores_gemma":[0.9287511,0.02101131,0.003801038,0.002142975,0.03518214,0.009111535],"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":[0.00001675685,0.00001039364,0.00003222426,0.0001009091,0.00001458563,0.00007412961,0.000008935077,0.00001972154,0.00005005391,0.0001506256,0.9949465,0.004575134],"study_design_scores_gemma":[0.00004110783,0.00002008092,0.0003299957,0.0003702379,0.00005972701,0.0003513277,0.00006610156,0.0003838981,0.0001790803,0.00168755,0.9964843,0.0000267521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002844919,0.003240526,0.0002999641,0.02346006,0.9720948,0.00001249127,0.0000506203,0.00006334572,0.0007497369],"genre_scores_gemma":[0.0002996784,0.002559986,0.000217141,0.009792292,0.9820414,0.00001608437,0.00004248041,0.00007331499,0.004957661],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01316109,"threshold_uncertainty_score":0.0583958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554023245679998,"score_gpt":0.2935616553002848,"score_spread":0.2680214228434848,"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."}}