{"id":"W4312838131","doi":"10.1609/socs.v1i1.18158","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Combinatorial Search","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","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":[0.001646482,0.00121971,0.0009047774,0.002782683,0.001965651,0.003374567,0.001510849,0.001474861,0.3471472],"category_scores_gemma":[0.01647321,0.0003760889,0.0007094489,0.00201369,0.0007162328,0.003232913,0.001690506,0.004159407,0.2324014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077946,"about_ca_system_score_gemma":0.001528396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433389,"about_ca_topic_score_gemma":0.002277083,"domain_scores_codex":[0.9988779,0.0001683817,0.0000993258,0.0002401415,0.0005325735,0.0000815968],"domain_scores_gemma":[0.9900612,0.001812018,0.0004046366,0.0006325404,0.006073741,0.001015943],"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":[0.00001974401,0.00001679926,0.00005975998,0.00009366751,0.000001929963,0.00003397917,0.0000527025,0.00005764752,0.0001183357,0.003649929,0.972338,0.02355734],"study_design_scores_gemma":[0.000004182647,0.00001726993,0.0002227673,0.0001434608,0.000001861736,0.00006880756,0.0000476742,0.00003871179,0.00007464035,0.003649212,0.9957246,0.000006749559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001558005,0.02192627,0.01631309,0.06718356,0.4156972,0.0006612244,0.01502171,0.002134937,0.4595041],"genre_scores_gemma":[0.01079015,0.01630386,0.008334124,0.02027767,0.1272447,0.0006457922,0.01429205,0.001816679,0.800295],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3471472,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013138482652484,"score_gpt":0.2570469753103597,"score_spread":0.2439084926578757,"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."}}