{"id":"W2032795059","doi":"10.1504/ijitcc.2011.042124","title":"On the top-down evaluation of tree inclusion problem","year":2011,"lang":"en","type":"article","venue":"International Journal of Information Technology Communications and Convergence","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Combinatorics; Tree (set theory); Mathematics; Space (punctuation); Matching (statistics); Node (physics); Set (abstract data type); Discrete mathematics; Computer science; Physics; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.001767339,0.00006304378,0.00008710507,0.0006036698,0.0001874686,0.00002500259,0.003385606,0.00005559614,0.00005486292],"category_scores_gemma":[0.0003882499,0.00004414798,0.00003859626,0.0004309544,0.0002828704,0.001169386,0.001495572,0.0002479544,0.000008515593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000500344,"about_ca_system_score_gemma":0.0001197009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005447206,"about_ca_topic_score_gemma":0.000002883651,"domain_scores_codex":[0.9986216,0.0001228714,0.0004966881,0.0000524253,0.0006307268,0.00007562691],"domain_scores_gemma":[0.9962924,0.0001913952,0.0006154977,0.000670278,0.002206025,0.00002439869],"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":[0.00001695113,0.00004210783,0.000547719,0.000001433634,0.00003172221,1.65274e-7,0.001330886,0.00001556537,0.0003246049,0.8018705,0.00004106513,0.1957773],"study_design_scores_gemma":[0.000532833,0.0002076072,0.002209729,0.0000731758,0.00001198126,0.00004313259,0.0005750403,0.02023691,0.0107003,0.9636874,0.001642148,0.00007973368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2564964,0.0009948612,0.7008951,0.02496178,0.0005140132,0.0006211853,0.00001032006,0.00007245973,0.01543394],"genre_scores_gemma":[0.9705058,0.0004230638,0.02889863,0.0001458363,0.000003723359,0.0000155039,0.000001541801,0.000001622789,0.000004250861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7140094,"threshold_uncertainty_score":0.6291354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999548666942057,"score_gpt":0.3201049591208155,"score_spread":0.2801094724513949,"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."}}