{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6987432,0.003749049,0.006098168,0.008682411,0.007270586,0.01900709,0.009107416,0.01716619,0.01370231],"category_scores_gemma":[0.886614,0.003133556,0.008883476,0.007520416,0.02556683,0.0171746,0.009827285,0.01693622,0.003843097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009582181,"about_ca_system_score_gemma":0.01745127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155804,"about_ca_topic_score_gemma":0.001249755,"domain_scores_codex":[0.191549,0.6268831,0.05867041,0.03810117,0.07925981,0.005536549],"domain_scores_gemma":[0.07291328,0.637913,0.05078617,0.1624341,0.07070908,0.005244297],"domain_codex":"methods","domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006764894,0.0007483126,0.02763842,0.01135866,0.003924904,0.002108487,0.02500155,0.01422563,0.003048735,0.754724,0.03293389,0.1175226],"study_design_scores_gemma":[0.002973226,0.002159649,0.00845826,0.005593454,0.001375923,0.00143198,0.004283837,0.03297151,0.003673207,0.8423451,0.09418058,0.0005532296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03393114,0.005473511,0.7969892,0.04769425,0.01443974,0.0399099,0.002632531,0.001948562,0.05698122],"genre_scores_gemma":[0.3299094,0.001063887,0.5745118,0.01418534,0.001946977,0.07418597,0.001100613,0.0005071937,0.00258882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3012568,"threshold_uncertainty_score":0.3715033,"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."}}