{"id":"W6981120633","doi":"","title":"Diener Replication, TUT0601, W19","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diener; Replication (statistics); Depression (economics); Human physiology","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":[0.001485878,0.0005093909,0.0006480683,0.0003413038,0.0002189637,0.0001262034,0.001482767,0.0003980249,0.9261131],"category_scores_gemma":[0.0006055866,0.0005030471,0.000295384,0.00006510448,0.0007938172,0.0001336117,0.001509904,0.0005444841,0.9533077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053266,"about_ca_system_score_gemma":0.0001488266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009030845,"about_ca_topic_score_gemma":0.001115869,"domain_scores_codex":[0.9953542,0.0002798986,0.0005530317,0.00284483,0.0003829294,0.0005851554],"domain_scores_gemma":[0.9920832,0.0001756424,0.0005216033,0.006916129,0.0001302761,0.0001731352],"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":[0.00002173605,0.0001281666,0.001062051,0.000124923,0.0001597754,0.000007467245,0.004595894,0.000008366574,0.00004257171,0.172292,0.8167052,0.004851781],"study_design_scores_gemma":[0.0003263516,0.000001199019,0.0002170397,0.0001287581,0.0000710118,0.000008569225,0.0002397013,0.00003285401,0.00009250034,0.003404537,0.9949379,0.0005395996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002221636,0.00001219157,0.0001951792,0.0004860281,0.001605404,0.001052797,0.000086386,0.000474603,0.9958652],"genre_scores_gemma":[0.001981788,0.0001958933,0.0001995279,0.0005062475,0.001003143,0.0002355662,0.0001522779,0.0004091874,0.9953164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1782326,"threshold_uncertainty_score":0.9997421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085601706400747,"score_gpt":0.2431450784599349,"score_spread":0.2222890613959275,"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."}}