{"id":"W3044013993","doi":"10.1098/rsos.200566","title":"Are replication rates the same across academic fields? Community forecasts from the DARPA SCORE programme","year":2020,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Data Analysis with R","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"Defense Advanced Research Projects Agency; Royal Marsden NHS Foundation Trust","keywords":"Replication (statistics); Confidence interval; Agency (philosophy); Psychology; Empirical research; Computer science; Applied psychology; Statistics; Social science; Sociology; 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":[0.3812931,0.0007245408,0.001341707,0.006926184,0.001524136,0.006150196,0.002953087,0.003608983,0.006114711],"category_scores_gemma":[0.7640811,0.000768487,0.001642491,0.005540929,0.003501787,0.005561632,0.004288882,0.004507913,0.001480381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003403825,"about_ca_system_score_gemma":0.004359134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007945,"about_ca_topic_score_gemma":0.006565472,"domain_scores_codex":[0.7031236,0.1846156,0.01724731,0.01754883,0.07285583,0.004608871],"domain_scores_gemma":[0.1365976,0.6507133,0.05942829,0.04705375,0.1007606,0.005446319],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004626473,0.0004314112,0.3064187,0.002997234,0.001302477,0.0005534777,0.02264603,0.02153889,0.002542656,0.09142739,0.1463748,0.3991405],"study_design_scores_gemma":[0.001333861,0.002136235,0.4116193,0.005741935,0.0009150083,0.0009999067,0.01497415,0.1700729,0.005441796,0.2529131,0.1325169,0.001334879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3858862,0.0113325,0.366305,0.1341956,0.003953179,0.003670399,0.01568227,0.001884097,0.07709063],"genre_scores_gemma":[0.9317612,0.0009880677,0.05519257,0.004077249,0.000764754,0.001470385,0.003374071,0.0003081656,0.002063544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6187069,"threshold_uncertainty_score":0.7629758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294043474949684,"score_gpt":0.3691238483329833,"score_spread":0.239719500838015,"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."}}