{"id":"W4365511433","doi":"10.1017/s0958344023000071","title":"Beyond replication: An exact replication study of Łodzikowski (2021)","year":2023,"lang":"en","type":"article","venue":"ReCALL","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Replication (statistics); Computer science; Transcription (linguistics); Protocol (science); Linguistics; Mathematics; Statistics","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":[0.3539422,0.001942508,0.00466934,0.001957507,0.005368551,0.005317918,0.003995994,0.0044867,0.006338981],"category_scores_gemma":[0.6627611,0.002313142,0.004057192,0.003149629,0.008412218,0.009927959,0.003963793,0.005614736,0.001718352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003295619,"about_ca_system_score_gemma":0.00614834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004199956,"about_ca_topic_score_gemma":0.003928322,"domain_scores_codex":[0.5440131,0.3405441,0.03640441,0.02442635,0.04974927,0.004862778],"domain_scores_gemma":[0.4304041,0.3831208,0.02586165,0.1029164,0.05573461,0.001962447],"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":[0.02871585,0.004578056,0.1473976,0.04208397,0.02683309,0.007712241,0.2286896,0.004563076,0.01688067,0.1866835,0.06726091,0.2386014],"study_design_scores_gemma":[0.02932996,0.02605166,0.2033073,0.02213969,0.01836594,0.003631883,0.08163148,0.04604231,0.01962189,0.3212624,0.2266419,0.001973671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4542942,0.01132071,0.3106674,0.01621747,0.01532074,0.156353,0.006164151,0.001379558,0.02828287],"genre_scores_gemma":[0.7721035,0.0003360908,0.1024569,0.004107918,0.000376883,0.1172266,0.000828406,0.0002497076,0.002313945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6460578,"threshold_uncertainty_score":0.7967043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08677049804674758,"score_gpt":0.4295550927112266,"score_spread":0.342784594664479,"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."}}