{"id":"W6910512456","doi":"10.4230/lipics.gd.2024.10","title":"Constrained Outer-String Representations","year":2024,"lang":"en","type":"article","venue":"KOPS (University of Konstanz)","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Grantová Agentura České Republiky","keywords":"Vertex (graph theory); Graph; Intersection graph; Representation (politics); Chordal graph; Interval graph; Boundary (topology); Complement (music)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006051011,0.0000606351,0.00007729545,0.00006060198,0.00007725596,0.00001284253,0.0001227892,0.00006332541,0.0001468993],"category_scores_gemma":[0.00001177832,0.00007471965,0.00008412744,0.0001087389,0.000123828,0.000007375555,0.00007046648,0.00005535388,0.00003456494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008515599,"about_ca_system_score_gemma":0.0000837402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000492079,"about_ca_topic_score_gemma":0.0001307533,"domain_scores_codex":[0.9995484,0.00001829725,0.00006021098,0.0001931996,0.00007230545,0.0001075678],"domain_scores_gemma":[0.9997014,0.00001074712,0.00002106243,0.000174698,0.00003836261,0.00005377868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008894534,0.00008462198,0.002870016,0.0001236629,0.0003879384,0.0003133893,0.0009675539,0.00007148854,0.9170799,0.02862549,0.03781359,0.0115734],"study_design_scores_gemma":[0.002652443,0.0006072738,0.01318471,0.0002858953,0.0003881611,0.0002287069,0.01023149,0.001252302,0.08481199,0.001344018,0.883976,0.001037053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344323,0.0007834429,0.02484113,0.0007706248,0.0002221665,0.0001339345,0.0001214806,0.00005611177,0.03863886],"genre_scores_gemma":[0.9925303,0.0001037399,0.002241018,0.00002472805,0.00004762822,1.398478e-7,0.00006140412,0.000006052211,0.004985032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8461624,"threshold_uncertainty_score":0.3046979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101749583337882,"score_gpt":0.2293389620440353,"score_spread":0.2183214662106565,"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."}}