{"id":"W4401024340","doi":"10.24963/ijcai.2024/948","title":"Interval Selection with Binary Predictions","year":2024,"lang":"en","type":"article","venue":"","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reprint; Isolation (microbiology); Computer science; Kernel (algebra); Mathematics; Biology; Discrete mathematics; Bioinformatics","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":[0.00363834,0.0009506173,0.001791282,0.0006972396,0.0008365884,0.002693179,0.003179857,0.001775663,0.005651033],"category_scores_gemma":[0.02306758,0.0006309403,0.001139386,0.001287744,0.001365423,0.003428805,0.002209207,0.002665329,0.001639707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329991,"about_ca_system_score_gemma":0.002230406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222021,"about_ca_topic_score_gemma":0.001767704,"domain_scores_codex":[0.9957638,0.001234667,0.0002159774,0.001312057,0.0009744284,0.0004991607],"domain_scores_gemma":[0.9852045,0.009284139,0.0009986545,0.002926368,0.001094253,0.0004921192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001530032,0.0003434393,0.006664059,0.0002627053,0.0001233628,0.0002484152,0.0003884245,0.5566688,0.005091596,0.1289924,0.01252945,0.2871574],"study_design_scores_gemma":[0.00008802545,0.00009617853,0.000390733,0.00002294092,0.0000222332,0.00009075579,0.00003852367,0.9388188,0.003066733,0.05527233,0.002067512,0.00002513579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06045821,0.0004293182,0.9278569,0.0009602474,0.0001741179,0.0001574528,0.0003443387,0.00198692,0.00763244],"genre_scores_gemma":[0.6327381,0.0001936014,0.357589,0.000678974,0.0002371379,0.0002816056,0.0009260026,0.0003716329,0.006983941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005651033,"threshold_uncertainty_score":0.01924163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07952222214893293,"score_gpt":0.3887306439869951,"score_spread":0.3092084218380622,"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."}}