{"id":"W4248615521","doi":"10.1007/978-1-4614-6170-8_100647","title":"Network: Graph","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002797267,0.0002381911,0.0002429179,0.00009495549,0.0001023721,0.00009546449,0.001070375,0.0001940375,0.0003605986],"category_scores_gemma":[0.000002193082,0.0001987913,0.0001813627,0.00004167368,0.00006364187,0.00007627413,0.000276607,0.000242608,0.0008378553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000058667,"about_ca_system_score_gemma":0.00001820528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.646782e-7,"about_ca_topic_score_gemma":0.00000161402,"domain_scores_codex":[0.9989303,0.0000162872,0.0001831772,0.0004133542,0.0001927838,0.0002641448],"domain_scores_gemma":[0.998898,0.00006926928,0.00009518283,0.0008005874,0.00004159455,0.00009533719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[4.887986e-7,0.000001334197,4.192323e-7,0.000003512566,0.00001528914,0.000008704484,0.000007757919,0.00001971363,1.93993e-7,0.9534778,0.01636248,0.03010231],"study_design_scores_gemma":[0.00004035694,0.00002495347,0.000001798378,0.00002263155,0.000004794954,0.000008402552,9.047746e-8,0.000570339,0.000002537866,0.6651584,0.3339764,0.0001893235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.141256e-8,0.0001257828,0.4699677,0.0001056883,0.0005152426,0.00004303447,5.221145e-7,0.0001683686,0.5290736],"genre_scores_gemma":[0.0003031445,0.00003180249,0.02365102,0.001809499,0.0004933958,0.000002710063,0.000004319726,0.00002135683,0.9736828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4463167,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434757750189841,"score_gpt":0.1973396301492303,"score_spread":0.1829920526473318,"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."}}