{"id":"W7117878782","doi":"10.17605/osf.io/d2t7e","title":"Quantile Elicitation Formats Comparison Study","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quantile; Expert elicitation; Preference elicitation; Term (time); Set (abstract data type)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.01281132,0.001600816,0.002629389,0.003220947,0.00383271,0.01320505,0.0277213,0.001165472,0.02576018],"category_scores_gemma":[0.008237033,0.001611734,0.0002643389,0.02067166,0.003613746,0.004388893,0.01036442,0.003096871,0.090919],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490357,"about_ca_system_score_gemma":0.007011184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210275,"about_ca_topic_score_gemma":0.0009651305,"domain_scores_codex":[0.9839216,0.0009830914,0.002509356,0.004376701,0.005479377,0.002729807],"domain_scores_gemma":[0.9871916,0.001151477,0.002961997,0.00634191,0.001486607,0.0008663653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001260398,0.0230004,0.1064532,0.000437121,0.0008587553,0.00007875324,0.06372625,0.002259323,0.0009993227,0.2050088,0.4054429,0.1904747],"study_design_scores_gemma":[0.003923302,0.003517939,0.06830063,0.01514687,0.001136893,0.000008874396,0.08615468,0.02579305,0.0007782514,0.02227076,0.7668635,0.006105289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01134066,0.0006179093,0.01657681,0.0004212308,0.008191832,0.0190059,0.0003028363,0.0002956046,0.9432472],"genre_scores_gemma":[0.741189,0.00004574409,0.0610753,0.0006064206,0.0003894305,0.0006591873,0.0000367869,0.0006759179,0.1953222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.747925,"threshold_uncertainty_score":0.999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0597436154445862,"score_gpt":0.4429904581065364,"score_spread":0.3832468426619502,"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."}}