{"id":"W4312981500","doi":"10.1609/socs.v3i1.18231","title":"Preface","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Combinatorial Search","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257743,0.001044862,0.0008242182,0.00228809,0.002122011,0.003058516,0.001294254,0.001235505,0.4298041],"category_scores_gemma":[0.01318511,0.0003111158,0.0005730546,0.001598111,0.0005439698,0.002601844,0.001451742,0.003327036,0.2686121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888453,"about_ca_system_score_gemma":0.001538515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004061661,"about_ca_topic_score_gemma":0.004039585,"domain_scores_codex":[0.9992895,0.00009511254,0.00005650617,0.0001308051,0.0003648116,0.0000632952],"domain_scores_gemma":[0.9898831,0.001423204,0.0003379638,0.0004991229,0.00669303,0.001163525],"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":[0.00001209215,0.0000103387,0.00004048694,0.00005140726,9.978102e-7,0.00002387238,0.00003150499,0.00003591363,0.00006854135,0.001303122,0.9836898,0.01473193],"study_design_scores_gemma":[0.000003963499,0.00001512836,0.0002185258,0.0001095839,0.000001331204,0.0000543499,0.0000488412,0.00003312115,0.00005463886,0.001963059,0.9974929,0.000004547556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001254018,0.01340149,0.007442802,0.06428845,0.4116182,0.0005683227,0.01270904,0.001659485,0.4870582],"genre_scores_gemma":[0.007694827,0.008808435,0.003226055,0.01418291,0.09693281,0.000356834,0.009559905,0.00114878,0.8580894],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4298041,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156046628836545,"score_gpt":0.2527218844837509,"score_spread":0.2371172216000964,"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."}}