{"id":"W4243222502","doi":"10.1007/978-1-4939-7131-2_100561","title":"k-Cores","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; 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":["insufficient_payload"],"category_scores_codex":[0.00008587833,0.0002018559,0.0001900933,0.0001328763,0.00009040607,0.0001341613,0.001289471,0.0001499698,0.003925309],"category_scores_gemma":[0.000004291516,0.0001756077,0.0001506255,0.00002921599,0.0001412249,0.0001306114,0.0005946343,0.0001780577,0.00253084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544049,"about_ca_system_score_gemma":0.00004185818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005621968,"about_ca_topic_score_gemma":0.00001476985,"domain_scores_codex":[0.9989861,0.000004261728,0.0001640603,0.0004172003,0.0002590137,0.0001694239],"domain_scores_gemma":[0.9988735,0.00004444191,0.00006930825,0.0008627261,0.00007823629,0.00007177211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.402216e-7,0.000002774455,2.697196e-7,0.000003742601,0.00001498435,0.00001058049,0.0000342847,6.500049e-8,4.804073e-7,0.9157743,0.05388299,0.03027516],"study_design_scores_gemma":[0.00002651742,0.00003164558,0.000002966196,0.0000196054,0.000002476652,0.000009720103,3.423727e-7,0.0006564852,0.00001685201,0.4966762,0.5024076,0.0001496069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.619968e-7,0.0001294756,0.1821203,0.0001947054,0.0006776661,0.00005912199,0.000003286551,0.000270284,0.8165447],"genre_scores_gemma":[0.00002981538,0.00004237462,0.07305362,0.0005218716,0.0004145705,0.000001659451,0.000003431114,0.00001422679,0.9259184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4485246,"threshold_uncertainty_score":0.9982458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263804680829943,"score_gpt":0.235508205412335,"score_spread":0.2028701586040355,"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."}}