{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008808011,0.0003184842,0.0003636405,0.0004222704,0.00005711109,0.00009088664,0.0006480407,0.0003236074,0.000002585656],"category_scores_gemma":[0.00009278124,0.0003079118,0.00005615895,0.0001349495,0.0001422395,0.0007664264,0.000596059,0.0006234015,0.00002457906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003394738,"about_ca_system_score_gemma":0.0000382424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.999615e-7,"about_ca_topic_score_gemma":0.00002260408,"domain_scores_codex":[0.9988511,0.000002103458,0.0002489076,0.0004391968,0.0001518003,0.0003069335],"domain_scores_gemma":[0.9992877,0.00008217301,0.00008192354,0.0004980546,0.00002406705,0.00002606201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001426478,0.000002442873,0.00002156863,0.0001395902,0.00001538617,0.00008837972,0.000022727,0.002882321,0.00003979645,0.9473788,0.0001874497,0.04922017],"study_design_scores_gemma":[0.00009246574,0.00008066255,0.000006155947,0.0004521992,0.000006335344,0.00002280536,0.00004617597,0.019433,0.00004036372,0.05231124,0.9270926,0.0004159868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005640018,0.4236737,0.01589539,0.03586058,0.00547251,0.001176481,0.0001361843,0.06179673,0.4554244],"genre_scores_gemma":[0.006612481,0.4871656,0.03833939,0.00006748466,0.0001320552,0.00003827999,0.00001244771,0.0001482333,0.4674841],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9269052,"threshold_uncertainty_score":0.9999373,"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."}}