{"id":"W2523890437","doi":"","title":"Algorithms and Computation, 20th International ymposium, ISAAC","year":2009,"lang":"en","type":"article","venue":"International Symposium on Algorithms and Computation","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computation; Algorithm; Theoretical 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":[0.004675021,0.003043814,0.002571971,0.003396609,0.00174107,0.005535634,0.001949825,0.001740352,0.02528947],"category_scores_gemma":[0.006195561,0.0009923257,0.001570803,0.003978451,0.002879061,0.005729239,0.003797833,0.00538383,0.008949776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368759,"about_ca_system_score_gemma":0.003174669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006434852,"about_ca_topic_score_gemma":0.008247304,"domain_scores_codex":[0.9978054,0.0005874312,0.0001645683,0.0006009965,0.0006238056,0.0002178044],"domain_scores_gemma":[0.9968792,0.0009136938,0.00009724305,0.0006630233,0.001069237,0.0003777238],"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":[0.0002973828,0.0001433848,0.0007417231,0.0008132883,0.0001317741,0.0001418123,0.0002013458,0.00413962,0.001424137,0.06691379,0.6282907,0.2967611],"study_design_scores_gemma":[0.0001043893,0.0002143282,0.002834148,0.0007474822,0.0001599461,0.0005222798,0.0001933805,0.0309724,0.002683417,0.08139188,0.8801118,0.00006464137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009657363,0.3592248,0.2989316,0.02846978,0.1346272,0.0002778354,0.002033996,0.003451233,0.1633262],"genre_scores_gemma":[0.1016352,0.229556,0.1766256,0.003936586,0.06547329,0.0008401381,0.006260232,0.004705313,0.4109676],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02528947,"threshold_uncertainty_score":0.0846017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548979491802913,"score_gpt":0.2824291897814106,"score_spread":0.2669393948633814,"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."}}