{"id":"W6990479653","doi":"","title":"Diener Replication, TUT0601, W19","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007354542,0.001447595,0.001597435,0.001083081,0.0001897107,0.0002980469,0.004763294,0.001656733,0.9170181],"category_scores_gemma":[0.006305269,0.001642317,0.0007165326,0.0008370337,0.000510507,0.000307419,0.004256738,0.001530576,0.9985451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009952438,"about_ca_system_score_gemma":0.000606109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485019,"about_ca_topic_score_gemma":0.0003671684,"domain_scores_codex":[0.9848727,0.001292617,0.001430576,0.009569652,0.001467985,0.001366479],"domain_scores_gemma":[0.9625518,0.0004555357,0.001808966,0.03423713,0.0003524258,0.0005941417],"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":[0.0001127047,0.0005409117,0.005940061,0.0003492749,0.0007224435,0.00002717013,0.0003857435,0.0001699258,0.003449197,0.003750994,0.9780071,0.006544448],"study_design_scores_gemma":[0.001025575,9.629625e-7,0.002866579,0.0004863497,0.0002752946,0.00006136843,0.00004144551,0.0001312384,0.00233269,0.001166748,0.9900438,0.001568009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003221896,0.00001329782,0.0005630644,0.0002333781,0.001190018,0.003999268,0.0004155759,0.002402009,0.9908612],"genre_scores_gemma":[0.00117879,0.0002262364,0.001864068,0.0002847381,0.0006506859,0.001103253,0.0004533234,0.003608957,0.99063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08152696,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602141484146447,"score_gpt":0.2702538369229091,"score_spread":0.2542324220814446,"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."}}