{"id":"W4245987390","doi":"10.1142/s0129054118020033","title":"Preface","year":2018,"lang":"en","type":"article","venue":"International Journal of Foundations of Computer Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mathematics; 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":[0.001442314,0.0009901422,0.0005850811,0.002930237,0.002461592,0.003159104,0.001189341,0.0008971432,0.3931019],"category_scores_gemma":[0.01452778,0.0002523815,0.0005132743,0.001799424,0.0005968886,0.002312753,0.00208937,0.002898834,0.2758636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758848,"about_ca_system_score_gemma":0.002123268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775795,"about_ca_topic_score_gemma":0.00473707,"domain_scores_codex":[0.9992301,0.0001246414,0.00004821934,0.0001346194,0.0003992841,0.00006311941],"domain_scores_gemma":[0.9934436,0.001062454,0.000216449,0.000556224,0.003833568,0.0008875842],"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":[0.00002700819,0.00001812247,0.00008247224,0.00007767296,0.000001638766,0.00002856142,0.00004333074,0.00004939026,0.000112425,0.00456844,0.9636055,0.0313855],"study_design_scores_gemma":[0.000004387462,0.00001304223,0.0002097875,0.00009779703,0.000001952043,0.00003757675,0.00005650803,0.00002834896,0.0001112467,0.004101975,0.9953324,0.000005044317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001511361,0.01210586,0.0122219,0.04463043,0.3623475,0.0006700958,0.01356053,0.001930539,0.5510217],"genre_scores_gemma":[0.007291752,0.005619939,0.004066819,0.009885057,0.04694243,0.0003955888,0.008800513,0.00117608,0.9158219],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3931019,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693178093746129,"score_gpt":0.3580317033114014,"score_spread":0.3310999223739401,"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."}}