{"id":"W6962548765","doi":"10.17605/osf.io/cynbf","title":"Diener Replication, TUT0401, W19","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Statistics Education and Methodologies","field":"Mathematics","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006160699,0.0002493052,0.000388627,0.0001306152,0.0001166983,0.00008632401,0.0009012063,0.0001796284,0.4842117],"category_scores_gemma":[0.02663674,0.0002535291,0.0001396339,0.0002213649,0.0001114131,0.0001428626,0.0006627876,0.0003121284,0.7642857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661258,"about_ca_system_score_gemma":0.0001697447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004666455,"about_ca_topic_score_gemma":0.00001056034,"domain_scores_codex":[0.9962582,0.0006433795,0.0006020377,0.001771923,0.0003485047,0.0003759395],"domain_scores_gemma":[0.9898165,0.002999302,0.0003340809,0.006412878,0.0002717061,0.0001655585],"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":[0.0001043465,0.0006189669,0.04512514,0.0003224167,0.000192936,0.000005338039,0.003731988,0.0001101719,0.0105637,0.4172044,0.4923011,0.02971955],"study_design_scores_gemma":[0.0006512079,0.000001604439,0.02885718,0.00006827844,0.00008307015,0.00003832788,0.0006125016,0.0003251923,0.02351974,0.4563415,0.4889563,0.0005451213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1390017,0.000001325362,0.02630099,0.0007092213,0.001175427,0.001021373,0.00002584972,0.0003267467,0.8314373],"genre_scores_gemma":[0.09128928,0.00005717626,0.1057488,0.0003608844,0.0001089431,0.0002798078,0.00003063448,0.00006170933,0.8020627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.280074,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090277183819381,"score_gpt":0.3815072026933023,"score_spread":0.2912300188739214,"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."}}