{"id":"W2400036930","doi":"","title":"Extremal Values for Identification, Domination and Maximum Cliques in Twin-Free Graphs.","year":2011,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Identification (biology); Combinatorics; Discrete mathematics; Biology; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00204146,0.0005909022,0.0007682497,0.003675218,0.001632637,0.003313306,0.001859992,0.001540336,0.006385095],"category_scores_gemma":[0.01713708,0.0005859034,0.0005412971,0.001916445,0.002936317,0.005485722,0.002040151,0.002060194,0.0004919509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535575,"about_ca_system_score_gemma":0.0004635164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004779315,"about_ca_topic_score_gemma":0.000842166,"domain_scores_codex":[0.9989656,0.0003135748,0.00005415237,0.0002030179,0.0002621015,0.0002015025],"domain_scores_gemma":[0.9921666,0.005235477,0.0007832095,0.0005471846,0.0004913494,0.0007761805],"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":[0.0002615113,0.00006877206,0.002423087,0.0001367296,0.00003778146,0.0001302171,0.0004027218,0.009590088,0.001688393,0.963206,0.004190852,0.01786386],"study_design_scores_gemma":[0.00002644999,0.00002191468,0.001366496,0.00004326055,0.00002146517,0.0002362684,0.0002308727,0.03902451,0.001289616,0.9561013,0.001610453,0.00002738884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.688704,0.002184373,0.2400064,0.002638494,0.0002171072,0.00009889624,0.001186153,0.0005170084,0.06444756],"genre_scores_gemma":[0.9770948,0.0002959512,0.01868878,0.00008588492,0.00009590424,0.0000690002,0.0003058776,0.00006831121,0.003295495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006385095,"threshold_uncertainty_score":0.02136022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118615729233342,"score_gpt":0.2917194896673967,"score_spread":0.2605333323750633,"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."}}