{"id":"W6948495437","doi":"10.5281/zenodo.10724624","title":"REDUSE - Will it Work on My Machine?\\\\A Study on Reproducibility Smells in Ansible Scripts","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reproducibility; Code smell; Task (project management); Scripting language; Replication (statistics); File format","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":[],"category_scores_codex":[0.04543088,0.0004412188,0.0005205123,0.002391865,0.002311317,0.00646232,0.001358134,0.0009805047,0.006049056],"category_scores_gemma":[0.238663,0.0005408445,0.0005850022,0.002655554,0.002482214,0.006682132,0.003282797,0.001728734,0.002491789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677524,"about_ca_system_score_gemma":0.003170066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224579,"about_ca_topic_score_gemma":0.003545617,"domain_scores_codex":[0.9529076,0.02914442,0.002681038,0.002987906,0.01124207,0.001036851],"domain_scores_gemma":[0.6342474,0.2490428,0.03443951,0.02411079,0.05301518,0.005144304],"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":[0.0007595418,0.0006826664,0.1612359,0.005397694,0.0002631366,0.001546956,0.2514133,0.000708196,0.008104016,0.01576944,0.1068932,0.4472259],"study_design_scores_gemma":[0.0001483203,0.00209734,0.2346771,0.006260145,0.000322064,0.002586378,0.1830367,0.003098715,0.01213144,0.009497149,0.5457461,0.0003984195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939849,0.003872138,0.02339497,0.01306159,0.0005818907,0.001119352,0.002040248,0.002047394,0.05989742],"genre_scores_gemma":[0.9423835,0.002437555,0.02504915,0.00430169,0.0002110989,0.00174945,0.001596397,0.002222806,0.02004839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9545691,"threshold_uncertainty_score":0.2402644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06588324607982944,"score_gpt":0.280111862497367,"score_spread":0.2142286164175375,"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."}}