{"id":"W7098702860","doi":"","title":"A STATED-CHOICE SURVEY","year":2015,"lang":"en","type":"article","venue":"","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Colonoscopy; Population; Colorectal cancer screening; Bivariate analysis; Affect (linguistics); Cancer screening; Screening test","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":[0.0002336121,0.00006285647,0.0001020808,0.00002016,0.00006012882,0.0002531873,0.00007289582,0.00001132595,0.01129438],"category_scores_gemma":[0.00008606488,0.00004118799,0.00002590287,0.00002186439,0.00004469487,0.0001609891,0.00002678694,0.00002252215,0.001061906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001667757,"about_ca_system_score_gemma":0.00001142037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03280887,"about_ca_topic_score_gemma":0.1150135,"domain_scores_codex":[0.9995191,0.00006055813,0.0001149918,0.00009105803,0.0001079597,0.000106408],"domain_scores_gemma":[0.9995719,0.00003493631,0.00002617587,0.0001012677,0.0001970552,0.00006865725],"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":[0.0000819307,0.0001747895,0.01167117,0.00002521361,0.0002180407,0.00001795427,0.05956749,0.00002424987,0.0006363265,0.1411919,0.7836685,0.002722392],"study_design_scores_gemma":[0.0002264084,0.00004265259,0.003235355,0.00000277459,0.00001791836,6.361524e-7,0.003958239,0.00007739195,0.0001587357,0.0006107869,0.9914987,0.0001704025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7625035,0.00003876421,0.000006669272,0.0001642296,0.0003338553,0.00004330539,0.00004486941,0.0001148795,0.2367499],"genre_scores_gemma":[0.9075605,0.00000129692,0.00003359161,0.0001936077,0.0002260564,0.000002729523,0.00005139327,0.000006545818,0.09192432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2078302,"threshold_uncertainty_score":0.9997159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2498051783920246,"score_gpt":0.2832510140651779,"score_spread":0.03344583567315326,"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."}}