{"id":"W4319310207","doi":"10.1109/ickg55886.2022.00007","title":"Keynotes","year":2022,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.002342039,0.0009427076,0.0008932315,0.001905763,0.00323405,0.004558852,0.001704801,0.003257988,0.5129395],"category_scores_gemma":[0.01247666,0.0003190968,0.0008046565,0.001594242,0.0007443236,0.00376818,0.004106554,0.004953429,0.3096826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048772,"about_ca_system_score_gemma":0.002762225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842034,"about_ca_topic_score_gemma":0.006150112,"domain_scores_codex":[0.9978406,0.0003548351,0.0001444474,0.0004514058,0.0009050465,0.0003035466],"domain_scores_gemma":[0.9952927,0.0009701346,0.0002005957,0.0003833067,0.00195027,0.001203071],"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":[0.00004152769,0.00001344265,0.00005841439,0.00006037331,0.000001862266,0.0000472282,0.00006285726,0.00001863244,0.0001065831,0.008719039,0.9748895,0.01598054],"study_design_scores_gemma":[0.000003864694,0.000005790611,0.00008730843,0.00004245834,0.000001402396,0.00003759951,0.00006237884,0.0000126299,0.00005617816,0.001264536,0.998423,0.000002905671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001001128,0.008147314,0.003150417,0.1226341,0.2418635,0.0003631439,0.005783672,0.001188917,0.6158679],"genre_scores_gemma":[0.007773834,0.003366253,0.001182775,0.02541903,0.02241392,0.000257539,0.003262831,0.0006294578,0.9356945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5129395,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322531148352693,"score_gpt":0.2120318582317476,"score_spread":0.1988065467482207,"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."}}