{"id":"W1989265129","doi":"10.1108/17440081011090220","title":"Topic‐based web site summarization","year":2010,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Automatic summarization; Computer science; Multi-document summarization; Information retrieval; Cluster analysis; Web page; Set (abstract data type); Web modeling; World Wide Web; Artificial intelligence","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":[0.001761185,0.001073557,0.001256181,0.005275275,0.0007455933,0.002384625,0.001419809,0.0006914644,0.002790684],"category_scores_gemma":[0.006972556,0.0003558299,0.000824982,0.00362141,0.0003038142,0.002404574,0.001041878,0.0008471564,0.002067464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248272,"about_ca_system_score_gemma":0.0009514572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260032,"about_ca_topic_score_gemma":0.003016097,"domain_scores_codex":[0.9986381,0.0003534096,0.0001542458,0.0003487619,0.0004243962,0.00008100809],"domain_scores_gemma":[0.9947093,0.001525897,0.0006760443,0.0006376768,0.002284462,0.0001667396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003136992,0.0001585881,0.003612031,0.0009505472,0.0001931172,0.0002113136,0.0008824539,0.01370804,0.03732466,0.003878014,0.01954065,0.919227],"study_design_scores_gemma":[0.0001607429,0.0008083251,0.0184958,0.0003583775,0.0009108387,0.001325173,0.002156216,0.7632228,0.09120248,0.02508839,0.09599441,0.0002763794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02870632,0.001978245,0.9517299,0.0004561161,0.0002302893,0.0007823401,0.002483326,0.01051156,0.003121874],"genre_scores_gemma":[0.2367143,0.001491347,0.7407585,0.0001803664,0.0007338832,0.0007426371,0.01100657,0.0009954494,0.007377072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005275275,"threshold_uncertainty_score":0.009335816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006202646875641511,"score_gpt":0.260992364161183,"score_spread":0.2547897172855415,"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."}}