{"id":"W4233593121","doi":"10.1007/978-1-4939-7131-2_101284","title":"Subgraph Discovery","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"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":[0.0006985828,0.001186216,0.0009848024,0.004347952,0.001233246,0.002801638,0.00209867,0.001008088,0.03928664],"category_scores_gemma":[0.002760644,0.0006566722,0.001518425,0.005570944,0.0008514471,0.004528546,0.002714135,0.001471576,0.02157369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255569,"about_ca_system_score_gemma":0.001810838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300546,"about_ca_topic_score_gemma":0.006122714,"domain_scores_codex":[0.9991049,0.0001298728,0.00004292926,0.0002907936,0.0003733369,0.00005809281],"domain_scores_gemma":[0.9990054,0.0002486181,0.00003279614,0.0004395388,0.0002229859,0.00005081383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004988088,0.00006972253,0.0004214848,0.0006184658,0.00007654536,0.0001410554,0.0001602154,0.004811572,0.003762711,0.2089559,0.1644979,0.6164346],"study_design_scores_gemma":[0.00001403649,0.0000212723,0.000474697,0.000231501,0.00007807629,0.0007674333,0.0001560767,0.02896228,0.009767643,0.3304152,0.629079,0.00003275448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004848375,0.005478862,0.7453204,0.002077752,0.001000105,0.0004491728,0.00511472,0.008802759,0.2269078],"genre_scores_gemma":[0.05665677,0.01026904,0.7221356,0.0009678537,0.0005834731,0.0003510241,0.02905697,0.003561971,0.1764174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03928664,"threshold_uncertainty_score":0.1314269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304967388453853,"score_gpt":0.2269926866091287,"score_spread":0.2039430127245902,"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."}}