{"id":"W4211137933","doi":"10.1016/j.tcs.2013.09.017","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Mathematics","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":[0.001312153,0.001068948,0.0006971655,0.003520366,0.002586573,0.002996018,0.00126379,0.0009400827,0.3170182],"category_scores_gemma":[0.01267476,0.0003036006,0.0006504782,0.002433502,0.0007267033,0.00284896,0.001901024,0.003557168,0.2115558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031104,"about_ca_system_score_gemma":0.001749148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139846,"about_ca_topic_score_gemma":0.004090726,"domain_scores_codex":[0.9992728,0.0001259971,0.00004416225,0.000131456,0.0003679129,0.00005768572],"domain_scores_gemma":[0.9942964,0.001058143,0.0001764296,0.0006011277,0.003132013,0.0007359986],"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":[0.00002213846,0.00001996853,0.00007396939,0.00008906395,0.000002358766,0.00002795171,0.00004456441,0.00007839018,0.0001267186,0.01072741,0.9500161,0.03877137],"study_design_scores_gemma":[0.000004899634,0.00001258644,0.0002411552,0.0001172126,0.000003040802,0.00004556979,0.00005444646,0.0000649209,0.0001593437,0.01127358,0.9880159,0.000007455839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001543071,0.01611842,0.02588402,0.05455432,0.3397979,0.0004841514,0.01116395,0.002083148,0.548371],"genre_scores_gemma":[0.01108114,0.008788384,0.007488043,0.01037569,0.06967585,0.000372748,0.009072755,0.00174568,0.8813998],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3170182,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829221122938674,"score_gpt":0.243836335076996,"score_spread":0.2355441238476093,"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."}}