{"id":"W4200140844","doi":"10.1037/dev0001286","title":"Replication studies of critical findings from the peer literature: An introduction.","year":2021,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Community Health and Development","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Institute of Food and Agriculture","keywords":"Replication (statistics); PsycINFO; Psychology; Replicate; Data science; MEDLINE; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001329689,0.0001309994,0.0002578706,0.00005600575,0.0008393115,0.00000854568,0.000265154,0.0001791143,0.0009486981],"category_scores_gemma":[0.003673737,0.00009977339,0.00003171844,0.0004114003,0.0002037512,0.0001203371,0.0002297487,0.0007202243,0.0001569033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515837,"about_ca_system_score_gemma":0.0004306014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003387711,"about_ca_topic_score_gemma":0.0002259441,"domain_scores_codex":[0.9974505,0.0008511263,0.0006585858,0.0004516389,0.0002464245,0.0003416877],"domain_scores_gemma":[0.996971,0.001141372,0.00009809052,0.0007991628,0.0008830624,0.0001073441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002794899,0.0005517973,0.1066109,0.0002500268,0.0001546072,0.00002127726,0.1250768,1.959356e-7,0.006052837,0.02234326,0.7230361,0.01562283],"study_design_scores_gemma":[0.000701584,0.00005289284,0.5590569,0.0001045634,0.00001426504,0.00003701092,0.02663056,0.000001350704,0.0007087372,0.01100667,0.401526,0.0001594476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7699013,0.001692676,0.0001388206,0.2227392,0.002856641,0.0003574502,0.00004739746,0.00005843636,0.002208033],"genre_scores_gemma":[0.9113655,0.0006504172,0.03163229,0.05078506,0.001016869,0.0003125632,0.001316912,0.00003376571,0.002886635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452446,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2136454071671074,"score_gpt":0.561285687711592,"score_spread":0.3476402805444846,"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."}}