{"id":"W7113425927","doi":"","title":"Replication of Muenks et al. (2020; Study 1) at McGill University","year":2025,"lang":"","type":"other","venue":"Arabixiv (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Mindset; Perception; Selection (genetic algorithm); Stem cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"reproducibility","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01335713,0.001278703,0.001528584,0.001445889,0.007352509,0.00279199,0.00324971,0.002450672,0.03783128],"category_scores_gemma":[0.04356758,0.001479053,0.002001746,0.001589731,0.001843793,0.002824613,0.003753042,0.004489399,0.01221088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003620694,"about_ca_system_score_gemma":0.008039688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07561776,"about_ca_topic_score_gemma":0.0976176,"domain_scores_codex":[0.9952094,0.001560445,0.0004047988,0.001144413,0.001344269,0.00033663],"domain_scores_gemma":[0.9670669,0.006103473,0.001718499,0.01308119,0.01019777,0.001832134],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02755089,0.03746073,0.1545981,0.004308115,0.002311605,0.001957251,0.07719146,0.002472597,0.03511387,0.03676489,0.3889327,0.2313377],"study_design_scores_gemma":[0.01336541,0.0062728,0.670742,0.0008564577,0.00156792,0.0004784019,0.01403397,0.001112103,0.009666543,0.01967547,0.2614468,0.000782147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6776856,0.002010248,0.01970279,0.009631104,0.004979656,0.08326974,0.08213263,0.001467963,0.1191203],"genre_scores_gemma":[0.6105816,0.0005106708,0.02939376,0.01229764,0.0006348346,0.244577,0.02918502,0.0005335637,0.07228595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9866429,"threshold_uncertainty_score":0.1503552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714757851797942,"score_gpt":0.2740875600657968,"score_spread":0.2569399815478173,"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."}}