{"id":"W6960819236","doi":"10.1371/journal.pone.0305562.s001","title":"Survey tool.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Emergency department; Proxy (statistics); Patient satisfaction; Descriptive statistics; Descriptive research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002590288,0.00003844472,0.00003733957,2.816229e-7,0.00007965488,0.00006990771,0.00008720752,0.00002539916,0.2301245],"category_scores_gemma":[0.0001218102,0.00001154247,0.00003402773,0.0001866055,0.00000184808,0.00002701883,0.00005241248,0.00004405756,0.006193056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005301981,"about_ca_system_score_gemma":9.00819e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005269204,"about_ca_topic_score_gemma":0.000558313,"domain_scores_codex":[0.9996886,0.000009521325,0.00005017182,0.0001172094,0.00004648561,0.00008802122],"domain_scores_gemma":[0.9996699,0.0002628375,0.000005453142,0.00001839108,0.00001976166,0.0000236301],"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":[3.34159e-7,0.000006106069,0.00008018941,0.000004457067,0.000003241131,0.000001111514,0.000001609678,9.261937e-8,0.000285122,0.00003941815,0.6863872,0.3131911],"study_design_scores_gemma":[0.000003489626,0.000009083738,0.2044327,0.00004543288,5.53993e-7,3.558807e-7,0.00000252508,0.00004552965,0.00002821017,0.00003223665,0.7953594,0.00004042155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09636649,0.004005568,3.314314e-7,0.003332451,0.0001051899,0.0002709177,0.8862302,0.0005066103,0.009182226],"genre_scores_gemma":[0.951099,0.00000804564,0.000003261855,0.0001568694,0.0002161619,0.00008351541,0.04797791,3.539028e-7,0.000454924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8547325,"threshold_uncertainty_score":0.9945807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09428179271281611,"score_gpt":0.262507283020851,"score_spread":0.1682254903080349,"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."}}