{"id":"W6949988763","doi":"10.5281/zenodo.4319998","title":"A template README for social science replication packages","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université du Québec à Montréal","funders":"","keywords":"Replication (statistics); Workflow; Code (set theory); File format; Research data","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01197092,0.002582199,0.001854036,0.004595039,0.001477736,0.006267425,0.00466086,0.003772015,0.3461087],"category_scores_gemma":[0.08980899,0.003852832,0.003462566,0.004268289,0.001051928,0.007434715,0.005517968,0.005199199,0.2409429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186182,"about_ca_system_score_gemma":0.004254391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508211,"about_ca_topic_score_gemma":0.002492072,"domain_scores_codex":[0.9941571,0.00196425,0.001265468,0.0009396273,0.001304512,0.0003691042],"domain_scores_gemma":[0.9303335,0.04067243,0.002499748,0.01431384,0.01080786,0.001372551],"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":[0.0005684317,0.0001101059,0.0007881754,0.00166919,0.00009160988,0.0002971185,0.0008331535,0.001477408,0.00136238,0.01732024,0.9019005,0.07358167],"study_design_scores_gemma":[0.0003655492,0.00006027543,0.0008780521,0.0006430139,0.00004198539,0.0002635506,0.0001832287,0.004360776,0.004021568,0.03568976,0.953329,0.0001632481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009833759,0.0001796982,0.4222395,0.001485792,0.001331771,0.001248988,0.1440836,0.4081596,0.02028764],"genre_scores_gemma":[0.009693352,0.0003830632,0.3885772,0.002023701,0.0007756273,0.006055926,0.1301147,0.4177822,0.0445942],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9953392,"threshold_uncertainty_score":0.9326966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07501490307819607,"score_gpt":0.275063462100073,"score_spread":0.200048559021877,"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."}}