{"id":"W4400596866","doi":"10.55016/ojs/cdm.v15i2.62639","title":"The 2-tuple dominating independent number of a random graph","year":2020,"lang":"en","type":"article","venue":"Contributions to Discrete Mathematics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Mathematics; Combinatorics; Tuple; Graph; Dominating set; Random graph; Discrete mathematics","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":[0.00101726,0.0001427328,0.0002867864,0.0000508517,0.0004059426,0.0001569348,0.001325669,0.0000451754,0.00001864711],"category_scores_gemma":[0.003220927,0.00009801656,0.0001567793,0.0009854202,0.0001442935,0.0002015884,0.0006250586,0.0002089613,0.0001062428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003995222,"about_ca_system_score_gemma":0.00007195454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001981271,"about_ca_topic_score_gemma":0.000002546285,"domain_scores_codex":[0.9982237,0.0001387133,0.0004845898,0.0002533676,0.0005004432,0.0003991659],"domain_scores_gemma":[0.9972652,0.00125339,0.0001793972,0.0006574756,0.000416583,0.0002279213],"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":[0.0000315203,0.00003576105,0.00006867238,0.00003136087,0.0000433246,0.000003957806,0.001930694,0.0001346569,0.001657065,0.9939386,0.000323779,0.00180063],"study_design_scores_gemma":[0.003181102,0.0001670016,0.0001157967,0.0001248515,0.00004159067,0.00003290494,0.001581374,0.1210521,0.01840882,0.8510984,0.003750659,0.000445378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007347396,0.00008720386,0.9844646,0.005633281,0.00005820673,0.0006103532,0.00006034187,0.00009230479,0.001646299],"genre_scores_gemma":[0.9409938,0.00001650501,0.0585438,0.0001556714,0.0000389601,0.0001111378,0.000003406408,0.00001400559,0.0001227303],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9336464,"threshold_uncertainty_score":0.3997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744434532324139,"score_gpt":0.3260284658623288,"score_spread":0.3085841205390874,"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."}}