{"id":"W4242631805","doi":"10.1007/978-1-4614-6170-8_100001","title":"Graph Representation","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Graph; Computer science; Theoretical computer science","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":[0.0002042691,0.0009619009,0.0004771256,0.001615467,0.0006890847,0.002258569,0.001210671,0.000713673,0.08136377],"category_scores_gemma":[0.0007049439,0.0003593031,0.0005448603,0.002150517,0.0007488606,0.00313169,0.001226231,0.001524696,0.04104994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009096651,"about_ca_system_score_gemma":0.0006999602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693963,"about_ca_topic_score_gemma":0.002256187,"domain_scores_codex":[0.9997742,0.0000381315,0.000008569688,0.00006622442,0.00009268001,0.00002017888],"domain_scores_gemma":[0.9998023,0.00003306639,0.000007338251,0.00008280062,0.00006005639,0.00001443206],"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":[0.0000177626,0.0000320593,0.0000397247,0.0002213564,0.0000109578,0.0000510672,0.0001124938,0.00306487,0.002577826,0.4793671,0.1966579,0.3178469],"study_design_scores_gemma":[0.000005929516,0.00001158138,0.00007621746,0.00009417364,0.00001260054,0.0001533162,0.0000678689,0.005918711,0.002109722,0.2982414,0.6932946,0.00001395533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002377271,0.00358265,0.3774124,0.001949347,0.001620722,0.0001858925,0.002129207,0.004308131,0.6064343],"genre_scores_gemma":[0.05623334,0.009127029,0.2164429,0.001179351,0.0008436241,0.000317781,0.00890532,0.002709454,0.7042412],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08136377,"threshold_uncertainty_score":0.2721889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860411193035892,"score_gpt":0.2316117024834494,"score_spread":0.2130075905530905,"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."}}