{"id":"W88600376","doi":"10.1007/978-1-4419-1219-0","title":"Web 2.0 &amp; Semantic Web","year":2009,"lang":"en","type":"book","venue":"Annals of information systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"World Wide Web; Semantic Web; Semantic Web Stack; Computer science; Social Semantic Web; Semantic analytics; Information retrieval","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":[0.0005266987,0.001734333,0.001120481,0.005094569,0.0009788871,0.005473013,0.001558885,0.002209214,0.03401437],"category_scores_gemma":[0.00144547,0.0009785966,0.0006565687,0.01052359,0.00153846,0.008760307,0.002009516,0.002894951,0.05049013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249831,"about_ca_system_score_gemma":0.001807574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851318,"about_ca_topic_score_gemma":0.003451399,"domain_scores_codex":[0.9993014,0.00006073833,0.00004418634,0.000103162,0.0004539069,0.00003662426],"domain_scores_gemma":[0.9995116,0.0001924923,0.00003629514,0.00007610673,0.0001308944,0.00005256677],"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":[0.00001932721,0.00004556526,0.00007614796,0.001051077,0.00002716449,0.0001356964,0.0001465009,0.0009911418,0.001107054,0.1605616,0.5114859,0.3243527],"study_design_scores_gemma":[0.000003487962,0.000004283434,0.0000902002,0.0002175369,0.000006992985,0.0002091463,0.00003043387,0.0006056745,0.0003117388,0.06148336,0.9370255,0.00001164346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006850977,0.08532821,0.1302676,0.004649803,0.003490097,0.0002341691,0.003372841,0.005558704,0.7664135],"genre_scores_gemma":[0.009709523,0.1225725,0.1049088,0.004064699,0.002099923,0.000430226,0.01156061,0.004995521,0.7396581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03401437,"threshold_uncertainty_score":0.1137894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302063527009639,"score_gpt":0.2882122277612964,"score_spread":0.2351915924912,"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."}}