{"id":"W7019883598","doi":"","title":"Hypergraphs, existential closure, and related&#13;\\nproblems","year":2024,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleofection; Hyporeflexia; Gestational period; TSG101; Diafiltration; Liquation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002856968,0.000826358,0.0006379907,0.001939396,0.002928767,0.002923461,0.001789119,0.001886815,0.01022534],"category_scores_gemma":[0.00878889,0.0007063198,0.001588286,0.001790751,0.0100861,0.01168463,0.005036002,0.005424638,0.0008197064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272206,"about_ca_system_score_gemma":0.0009335076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135737,"about_ca_topic_score_gemma":0.0009739465,"domain_scores_codex":[0.9971437,0.0009712911,0.0001278824,0.0008683131,0.0005369133,0.0003518486],"domain_scores_gemma":[0.9893898,0.00755265,0.0005289288,0.001456195,0.0006177973,0.0004546017],"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":[0.000005738397,0.00001122192,0.0001167309,0.00004953154,0.000003876285,0.00005445633,0.0002322935,0.0007708929,0.0001489994,0.9941067,0.0007034731,0.003796029],"study_design_scores_gemma":[0.000003883381,0.00001150145,0.00008416779,0.00003582091,0.000006389237,0.00008400885,0.000139902,0.001604965,0.0003426183,0.9897871,0.00789063,0.000009047431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.104055,0.007865011,0.6964749,0.01238088,0.0006894819,0.0001233821,0.0006001518,0.0005835578,0.1772276],"genre_scores_gemma":[0.7934346,0.008808404,0.1533399,0.004300907,0.001436031,0.0004558547,0.001178655,0.0005042599,0.03654156],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01022534,"threshold_uncertainty_score":0.03420711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991890473861367,"score_gpt":0.266245337952934,"score_spread":0.2463264332143204,"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."}}