{"id":"W4300001996","doi":"","title":"Portfolios of Subgraph Isomorphism Algorithms","year":2016,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subgraph isomorphism problem; Induced subgraph isomorphism problem; Isomorphism (crystallography); Computer science; Algorithm; Theoretical computer science; Graph; Crystal structure; Crystallography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004600709,0.001481729,0.003064729,0.003276355,0.001675942,0.006051347,0.003334266,0.002624786,0.03156391],"category_scores_gemma":[0.03734529,0.001116277,0.00187624,0.005097274,0.002250228,0.01034569,0.00660171,0.004370322,0.007823988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940055,"about_ca_system_score_gemma":0.003333819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008732133,"about_ca_topic_score_gemma":0.001012445,"domain_scores_codex":[0.9923239,0.002904681,0.0003429286,0.001238299,0.002341124,0.0008489984],"domain_scores_gemma":[0.9809764,0.009913703,0.0007447171,0.005254509,0.001624894,0.001485762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001202929,0.0004558475,0.002873642,0.0005969858,0.0001699077,0.0001234524,0.000221693,0.06467335,0.001975268,0.5890233,0.04369985,0.2949838],"study_design_scores_gemma":[0.000106686,0.0001612872,0.0005150489,0.0000919961,0.00005522022,0.0001296519,0.00007672171,0.1109396,0.001302519,0.8661312,0.02047291,0.00001709698],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1105309,0.007284104,0.6948405,0.007846558,0.0008908157,0.0006007355,0.002834705,0.005086621,0.170085],"genre_scores_gemma":[0.6653328,0.006204668,0.2304062,0.001852386,0.001388932,0.0009242953,0.007311795,0.00242681,0.08415217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03156391,"threshold_uncertainty_score":0.1055918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008477213805286161,"score_gpt":0.2001707014341412,"score_spread":0.1916934876288551,"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."}}