{"id":"W4288060487","doi":"10.18357/kula.155","title":"Semantic Encyclopedias and Boolean Dreams","year":2022,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Semantic Web; Social Semantic Web; Semantic Web Stack; Semantic search; World Wide Web; Semantic analytics; Knowledge base; Semantic technology; RDF; Encyclopedia; Generative grammar; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001111532,0.0001155441,0.0001482256,0.000193803,0.002255852,0.0001375235,0.00009818946,0.00004361411,0.0003050142],"category_scores_gemma":[0.0009687389,0.0001261801,0.00002185833,0.0006546266,0.0002149191,0.0004823311,0.0001230118,0.00009990691,0.00000796571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491956,"about_ca_system_score_gemma":0.0001141683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007439801,"about_ca_topic_score_gemma":0.0005441498,"domain_scores_codex":[0.9985401,0.0004233548,0.0002653112,0.0002692908,0.0003468983,0.000155016],"domain_scores_gemma":[0.9986257,0.0004868854,0.0001454744,0.0001174942,0.0005437497,0.00008071143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003322783,0.000218999,0.04362865,0.00008061127,0.00006551492,4.980596e-7,0.5783139,0.00001858279,0.0001763554,0.2585055,0.05095513,0.06800301],"study_design_scores_gemma":[0.0003006659,0.00004328095,0.05969199,0.00003038782,0.00004634923,0.000001512202,0.169188,0.000645441,0.0000692981,0.007281889,0.7624672,0.0002339425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7162033,0.01069301,0.000347384,0.01960933,0.001190219,0.0009213818,0.00001802731,0.0002368384,0.2507805],"genre_scores_gemma":[0.8904337,0.002763563,0.0001156183,0.0001258912,0.0001990951,0.0002978582,0.00007323921,0.00001043194,0.1059805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7115121,"threshold_uncertainty_score":0.999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270416491844793,"score_gpt":0.4164685766715205,"score_spread":0.3737644117530726,"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."}}