{"id":"W2116155608","doi":"10.1177/1745691614528518","title":"Expectations for Replications","year":2014,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Mental Health Research Topics","field":"Psychology","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Replication (statistics); Replicate; Perspective (graphical); Set (abstract data type); Statistical error; Psychology; Computer science; Sampling (signal processing); Standard error; Statistics; Cognitive psychology; Artificial intelligence; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001086668,0.00009796608,0.0001113462,0.0001604626,0.0006083716,0.00004912239,0.0006314848,0.00005774675,0.000981478],"category_scores_gemma":[0.00148742,0.00007581414,0.0000572817,0.000736614,0.0009454302,0.00008550053,0.00003685712,0.0001811744,0.0007659457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482714,"about_ca_system_score_gemma":0.00002106622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009808641,"about_ca_topic_score_gemma":0.000002156298,"domain_scores_codex":[0.9978405,0.0001123841,0.0001774082,0.0009960891,0.0003377393,0.0005358824],"domain_scores_gemma":[0.9981915,0.000524974,0.00006079514,0.0007869496,0.0001723601,0.0002633714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007409595,0.0007084068,0.0002584814,0.000002124387,0.000003069519,4.514461e-7,0.003895832,0.000001551993,0.000799429,0.95811,0.003872654,0.03227387],"study_design_scores_gemma":[0.0029061,0.008151085,0.6941188,0.00003008544,0.00001201335,0.00003980399,0.05659408,0.0009618186,0.0005397467,0.1470081,0.08887962,0.0007587326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3246048,0.0001431581,0.03034952,0.0126341,0.001112107,0.001360189,0.00002120923,0.0002373691,0.6295375],"genre_scores_gemma":[0.9893339,0.000006341907,0.006184055,0.0008417009,0.0001780665,0.0006291082,0.000001927726,0.000007431454,0.002817488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8111019,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396595321381354,"score_gpt":0.558560542928054,"score_spread":0.4189010107899186,"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."}}