{"id":"W6960985984","doi":"10.1371/journal.pone.0285307.g001","title":"Flow diagram showing selection of study subjects, inclusion/exclusion criteria, test instruments used, and timing of test administration.","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Test (biology); Selection (genetic algorithm); Statistical hypothesis testing; Cognition; Diagram","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":[],"category_scores_codex":[0.00005407236,0.0001493865,0.0001737419,0.00009521343,0.00008473158,0.000008710115,0.000168114,0.0002727983,0.005448656],"category_scores_gemma":[0.0004075026,0.0001463674,0.00003503812,0.0001394419,0.00002682547,0.000004992831,0.0008533874,0.0000769687,0.0000172069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000149378,"about_ca_system_score_gemma":0.00003526475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004317199,"about_ca_topic_score_gemma":0.0008016098,"domain_scores_codex":[0.9991885,0.00001839338,0.0001818558,0.0003180151,0.0001624698,0.0001308099],"domain_scores_gemma":[0.9995559,0.00002771068,0.0001770129,0.0001896418,0.00001574183,0.00003403374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003138325,0.001604338,0.1239667,0.0007312002,0.0001456809,0.00002393048,0.0003358571,0.00000392369,0.5849441,6.610663e-7,0.2325757,0.05563645],"study_design_scores_gemma":[0.002441948,0.008959106,0.0614314,0.00486759,0.0001457278,0.00005055821,0.0006456173,0.001164192,0.7873369,0.00002981715,0.1315414,0.001385732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8234535,0.001306825,0.00001491425,0.0001192504,0.0003785646,0.003642845,0.1512827,0.0004270033,0.01937435],"genre_scores_gemma":[0.9864703,0.00005877103,0.0001468876,0.00001289196,0.00007292078,0.00005825345,0.008919295,0.0001155236,0.004145142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2023928,"threshold_uncertainty_score":0.9954605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150114222680691,"score_gpt":0.2767333660151501,"score_spread":0.2552322237883432,"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."}}