{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009371573,0.00004574609,0.00005536512,0.00003488408,0.00003007571,0.00003559431,0.00002605804,0.00002087588,0.001187896],"category_scores_gemma":[0.0001268256,0.00002805332,0.00001535136,0.0001491576,0.00002196049,0.00004383373,0.00001054696,0.00008585928,0.0000481059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001639326,"about_ca_system_score_gemma":0.00002229838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062531,"about_ca_topic_score_gemma":0.000009285711,"domain_scores_codex":[0.9996616,0.00002351526,0.00007696622,0.00009748127,0.00006880405,0.00007159334],"domain_scores_gemma":[0.9995255,0.0003620907,0.000006096044,0.000051709,0.00002579424,0.00002880265],"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":[0.000006869607,0.00002805919,0.0001130291,0.00006189931,0.00002457961,0.000005254222,0.00008474139,0.000001854234,0.0002206178,0.9729218,0.01542457,0.01110668],"study_design_scores_gemma":[0.000108064,0.0007484259,0.001494053,0.0002277393,0.00008090607,0.00008515493,0.0001382739,0.1689033,0.000939971,0.8184571,0.008664846,0.0001521332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008422396,0.00001331157,0.9475362,0.0002179554,0.0001339689,0.00005641844,0.000005094621,0.000302106,0.04331249],"genre_scores_gemma":[0.3968863,0.000002891477,0.5979461,0.00003348683,0.00008617451,0.00001799554,8.213636e-7,0.00001082639,0.005015363],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3884639,"threshold_uncertainty_score":0.9997252,"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."}}