{"id":"W4386265418","doi":"10.4018/978-1-6684-9919-1.ch019","title":"Web 3.0","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in web technologies and engineering book series","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Popularity; Decentralization; The Internet; World Wide Web; Salient; Web 2.0; Web intelligence; Field (mathematics); Computer science; Political science; Engineering; Web development; Artificial intelligence; Mathematics","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":[0.0003129785,0.001514959,0.0005520444,0.002496711,0.001356707,0.006209691,0.001442615,0.002270962,0.2099482],"category_scores_gemma":[0.001371573,0.0005705169,0.0006775622,0.003877724,0.0006556529,0.006917091,0.002823554,0.00281219,0.278303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184118,"about_ca_system_score_gemma":0.001964425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730909,"about_ca_topic_score_gemma":0.00406898,"domain_scores_codex":[0.9993672,0.00005202394,0.00003191474,0.00009179063,0.0003873802,0.00006970068],"domain_scores_gemma":[0.9994696,0.0001004667,0.00003095034,0.00009751814,0.0002001435,0.0001012579],"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":[0.00001614824,0.00005088736,0.00008578186,0.0004813457,0.000008809196,0.0001295791,0.0002015337,0.0003114227,0.001474239,0.0495408,0.7106808,0.2370186],"study_design_scores_gemma":[0.000001197089,0.000003802216,0.00005593436,0.00008361358,9.582642e-7,0.00008595553,0.00001845042,0.00006691695,0.0001211751,0.003895675,0.9956613,0.000005104559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003923735,0.01090884,0.01251566,0.001725219,0.001674826,0.0001426621,0.001861954,0.004201067,0.9665774],"genre_scores_gemma":[0.002678695,0.01276874,0.006634277,0.001723193,0.0006025995,0.0001299285,0.003096838,0.001668661,0.970697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2099482,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006495118299586392,"score_gpt":0.2129174288390912,"score_spread":0.2064223105395048,"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."}}