{"id":"W4387076378","doi":"10.4230/lipics.isaac.2023.38","title":"Temporal Separators with Deadlines","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combinatorics; Time complexity; Separator (oil production); Vertex (graph theory); Bounded function; Mathematics; Discrete mathematics; Graph; Physics","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":[0.0001900915,0.0002288191,0.0002536724,0.0001107529,0.000335219,0.00009538403,0.0008520476,0.000340776,0.0001249393],"category_scores_gemma":[0.00003298259,0.0002175492,0.0001180541,0.0005161689,0.000350244,0.0002453666,0.0004128507,0.0004316595,0.0001959661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013214,"about_ca_system_score_gemma":0.0005127423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008453023,"about_ca_topic_score_gemma":0.01027359,"domain_scores_codex":[0.9986144,0.0001097086,0.0001156063,0.0006341075,0.0001486605,0.0003775557],"domain_scores_gemma":[0.9990364,0.00003933127,0.000200029,0.000427766,0.000136754,0.000159765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000175333,0.0000610416,0.7666547,0.0001202464,0.0002453976,0.001204408,0.006785413,0.07854978,0.00000729362,0.1142784,0.03172666,0.0001913747],"study_design_scores_gemma":[0.002862382,0.0003823704,0.1705256,0.0009984487,0.0007929589,0.000006372,0.02202327,0.00802904,0.000269869,0.3103539,0.4791256,0.004630139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860646,0.00001794126,0.001519591,0.0003493555,0.0007459829,0.0002895498,0.00005546057,0.0003545913,0.01060296],"genre_scores_gemma":[0.9734412,0.0001645398,0.0001162492,0.0000779315,0.0003928948,8.732251e-7,0.00003042162,0.00002643742,0.02574943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5961291,"threshold_uncertainty_score":0.9981498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09645576444485901,"score_gpt":0.2173746911614532,"score_spread":0.1209189267165942,"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."}}