{"id":"W2400380025","doi":"","title":"Harmonic index of dense graphs.","year":2015,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph theory and applications","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Index (typography); Harmonic; Acoustics; Physics; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742582,0.00008521468,0.000162714,0.00006815114,0.0000401072,0.000007917016,0.000196925,0.00005942582,0.00002190161],"category_scores_gemma":[0.0001750849,0.0000811345,0.0000691563,0.0002836665,0.0000792581,0.00005380596,0.00004459536,0.00009508101,0.00003552543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424153,"about_ca_system_score_gemma":0.00003926877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001000629,"about_ca_topic_score_gemma":0.000002117883,"domain_scores_codex":[0.9993282,0.00005319912,0.0002101553,0.0001174524,0.0001601714,0.0001307983],"domain_scores_gemma":[0.9991325,0.0001529169,0.0001106713,0.0003837839,0.0001241393,0.00009596805],"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":[0.00001233008,0.0001681552,0.002816335,0.0000142294,0.00002134117,0.000001212998,0.0002957262,3.700315e-7,0.0002933029,0.9914848,0.004735728,0.0001564808],"study_design_scores_gemma":[0.0006177941,0.00004237168,0.0008241578,0.00001469657,0.00002299567,0.000003398036,0.0001303505,0.00001804588,0.004712848,0.992882,0.0006460109,0.00008529809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947528,0.00009730886,0.000044763,0.00009059939,0.0002776932,0.0001443316,0.000003208319,0.00006317878,0.004526085],"genre_scores_gemma":[0.999319,0.000005608658,0.0004195777,0.00002544254,0.000002255728,0.00002537071,0.000001544345,0.00001417396,0.0001870858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004566108,"threshold_uncertainty_score":0.3308569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523533579060618,"score_gpt":0.2955165771363827,"score_spread":0.2502812413457765,"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."}}