{"id":"W2074508519","doi":"10.1016/j.aml.2009.11.003","title":"Component factors with large components in graphs","year":2009,"lang":"en","type":"article","venue":"Applied Mathematics Letters","topic":"Graph theory and applications","field":"Mathematics","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"Nankai University","keywords":"Mathematics; Component (thermodynamics); Combinatorics; Graph; Connected component; Discrete mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003324358,0.0003083221,0.0004263597,0.0002159732,0.0001399893,0.00003861055,0.0003377965,0.00007319283,0.00003806707],"category_scores_gemma":[0.00001441976,0.0002456362,0.00008344925,0.0004062241,0.00007842139,0.00006517567,0.0000336917,0.0002566633,0.00003870349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004081033,"about_ca_system_score_gemma":0.000007173584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003294352,"about_ca_topic_score_gemma":0.000009928696,"domain_scores_codex":[0.9984176,0.00002219531,0.0004547177,0.0003115254,0.0003286635,0.0004653279],"domain_scores_gemma":[0.998767,0.0003327325,0.000201782,0.0005791315,0.00001762506,0.0001017554],"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":[0.0000177022,0.0009115309,0.0002967964,0.00006264453,0.00002951487,0.000006739144,0.001709477,0.00001287745,0.0379796,0.9581999,0.0007199462,0.000053334],"study_design_scores_gemma":[0.001439678,0.0000410404,0.005534846,0.0001063235,0.00006066444,0.00000979061,0.000812793,0.0001436819,0.005620968,0.9853472,0.0003861839,0.0004968679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803348,0.000004033117,0.01338363,0.0007559912,0.00002029952,0.0007331498,0.00001222674,0.000180496,0.004575334],"genre_scores_gemma":[0.9600335,0.000002211538,0.03889872,0.0008968845,0.00001274312,0.00007107933,0.00003066855,0.00003600873,0.0000182248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03235863,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350786003977944,"score_gpt":0.2583127908626447,"score_spread":0.2232341904648504,"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."}}