{"id":"W6930459328","doi":"10.5281/zenodo.14808208","title":"REDUSE - Replication package","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Telomeres, Telomerase, and Senescence","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Replication (statistics); Quality (philosophy); Grey literature; Quality assessment; Code smell; Relevance (law)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05190472,0.002160627,0.002708279,0.006855738,0.002188134,0.009312198,0.004788527,0.002461476,0.3173659],"category_scores_gemma":[0.2451008,0.002980157,0.004570034,0.006475412,0.001955668,0.009659254,0.007418381,0.004572662,0.2226301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002008867,"about_ca_system_score_gemma":0.007515904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564285,"about_ca_topic_score_gemma":0.002791666,"domain_scores_codex":[0.9686002,0.01631588,0.003782993,0.004813407,0.005497953,0.0009896448],"domain_scores_gemma":[0.7498646,0.1218231,0.009670101,0.07638604,0.03937216,0.002883919],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009512834,0.00011977,0.003644,0.003442392,0.0003763718,0.0002290643,0.002841504,0.0007034448,0.001608219,0.01638414,0.8426728,0.127027],"study_design_scores_gemma":[0.0002785938,0.0001335004,0.00335036,0.0009733162,0.0001435609,0.0002405429,0.0004149632,0.001934745,0.002182134,0.01428416,0.975903,0.000160962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"dataset","genre_scores_codex":[0.006949226,0.001350686,0.2193238,0.006152541,0.00429099,0.004537432,0.1832637,0.4830392,0.09109239],"genre_scores_gemma":[0.05024319,0.001274,0.3576713,0.004551119,0.001553333,0.01581953,0.09598819,0.396075,0.07682423],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9480953,"threshold_uncertainty_score":0.9736947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332633848967777,"score_gpt":0.2769450797398029,"score_spread":0.2436187412501251,"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."}}