{"id":"W4238665379","doi":"10.1002/gps.5395","title":"Cover Image","year":2020,"lang":"en","type":"paratext","venue":"International Journal of Geriatric Psychiatry","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Appeal; Audiology; Psychological intervention; Cognitive impairment; Population ageing; Population; Psychology; Gerontology; Medicine; Geography; Cognition; Psychiatry; Environmental health; Political science; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00135073,0.0002510556,0.00048402,0.0008074685,0.0001479329,0.0004390622,0.003129222,0.000455401,0.01905152],"category_scores_gemma":[0.0005726222,0.0002460499,0.0005656899,0.0005334224,0.0002437219,0.000434234,0.0002206036,0.001387688,0.01008747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005373182,"about_ca_system_score_gemma":0.004549439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271584,"about_ca_topic_score_gemma":0.00002842355,"domain_scores_codex":[0.9949888,0.0003699592,0.00103113,0.0002764782,0.002958584,0.0003750469],"domain_scores_gemma":[0.9959011,0.0002421836,0.001494927,0.0001986788,0.001824473,0.0003386482],"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":[0.0001565223,0.0001049619,0.00004292791,0.00002398066,0.0002943004,0.00009818115,0.0004804449,0.000007181869,0.00004504466,0.001425727,0.9953004,0.002020374],"study_design_scores_gemma":[0.0004715343,0.0001003194,0.00005789609,0.0001521083,0.00004255156,0.00005708775,0.0005427236,0.000004024505,0.00002021625,0.002856337,0.9954621,0.0002331299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003024975,0.00388259,0.004180653,0.06397511,0.06960258,0.0002999238,0.0001968406,0.00003992992,0.8575199],"genre_scores_gemma":[0.05506075,0.0614329,0.07931205,0.008101324,0.2232511,0.00005455422,0.0002226902,0.0004397953,0.5721248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2853951,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438836838964997,"score_gpt":0.4334449163238114,"score_spread":0.3895612324273117,"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."}}