{"id":"W2918493888","doi":"","title":"The linear programming approach to the harmonic index of a graph with minimum degree at least three.","year":2018,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph theory and applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Degree (music); Index (typography); Graph; Combinatorics; Computer science; Programming language","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":[0.0006378609,0.0001611851,0.0001750533,0.00004299345,0.0006732733,0.00003643439,0.0006268328,0.00006111307,0.000005771508],"category_scores_gemma":[0.00009082568,0.00008490789,0.00008313726,0.0006364943,0.0004466456,0.00004118154,0.0001604942,0.0001660104,0.00003218401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067946,"about_ca_system_score_gemma":0.00003473979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001364674,"about_ca_topic_score_gemma":0.0001388835,"domain_scores_codex":[0.9988707,0.00007421953,0.0002497783,0.0002329082,0.0002719644,0.0003004172],"domain_scores_gemma":[0.9983687,0.0003406751,0.0001641288,0.000866283,0.0001827029,0.00007750592],"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":[0.00008895383,0.0002286975,0.001747287,0.00002079224,0.00007730789,2.539419e-7,0.0009582838,0.000001121316,0.00009745032,0.9934348,0.001319063,0.002025965],"study_design_scores_gemma":[0.0005618765,0.0002633354,0.001808025,0.00003497408,0.00007012479,0.00001078599,0.0005707748,0.0002512266,0.001566554,0.9862238,0.008474181,0.0001643677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925285,0.00007117016,0.001717515,0.0005809117,0.0001780042,0.001097393,0.000004673095,0.00007143214,0.003750397],"genre_scores_gemma":[0.9966403,0.000002942153,0.002676712,0.00004028089,0.00002203426,0.0003097157,0.000002142431,0.00002964166,0.0002761936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007211051,"threshold_uncertainty_score":0.5178342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627996253961952,"score_gpt":0.2770690411454101,"score_spread":0.2307890786057906,"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."}}