{"id":"W4245962026","doi":"10.1142/s012905411402002x","title":"PREFACE","year":2014,"lang":"en","type":"article","venue":"International Journal of Foundations of Computer Science","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Library science; Computer science; Download; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147107,0.00007180445,0.0001241254,0.0005455661,0.00009919163,0.0002818309,0.003788147,0.000016536,0.00001062113],"category_scores_gemma":[0.0001555622,0.00006112571,0.00009345177,0.0005473554,0.0003248434,0.001972358,0.0003173369,0.00009809867,0.000010748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003684849,"about_ca_system_score_gemma":0.0002220643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000189827,"about_ca_topic_score_gemma":3.340077e-7,"domain_scores_codex":[0.9983335,0.00005175516,0.0004226315,0.000155938,0.000908782,0.0001273836],"domain_scores_gemma":[0.9973727,0.0001645675,0.0004591606,0.000286806,0.001629586,0.00008717763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006374859,0.000122131,0.0004000485,0.000002353564,0.00003292427,0.000004339847,0.0005222622,0.004592219,0.003107738,0.6991869,0.0001228518,0.2918999],"study_design_scores_gemma":[0.001245031,0.0007045605,0.02280074,0.0001692894,0.00001322708,0.0006731917,0.00002246935,0.6083848,0.02802753,0.3241017,0.01353038,0.0003270589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04025454,0.0000127876,0.9546539,0.001183822,0.002976417,0.00002621302,6.531998e-7,0.00001433429,0.0008773863],"genre_scores_gemma":[0.724063,0.000003894892,0.2756027,0.0001347224,0.0001786838,3.155257e-7,1.902987e-7,0.000001624076,0.00001487588],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6838084,"threshold_uncertainty_score":0.7039383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014723471118728,"score_gpt":0.2774837262639221,"score_spread":0.2673364915527349,"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."}}