{"id":"W3209062033","doi":"10.5281/zenodo.4319999","title":"A template README for social science replication packages","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université du Québec à Montréal","funders":"","keywords":"Replication (statistics); Computer science; Biology; Virology","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"],"consensus_categories":[],"category_scores_codex":[0.01240684,0.002555007,0.001837399,0.004828049,0.001472856,0.006534654,0.004622584,0.003950804,0.2888727],"category_scores_gemma":[0.09401936,0.003726533,0.003511148,0.004324547,0.001100928,0.007462148,0.005582027,0.005093986,0.2109739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851235,"about_ca_system_score_gemma":0.004426852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167978,"about_ca_topic_score_gemma":0.002003102,"domain_scores_codex":[0.9932697,0.002382997,0.001448295,0.0009849846,0.001498944,0.0004149982],"domain_scores_gemma":[0.9230056,0.04461416,0.00265615,0.01631127,0.01196764,0.001445203],"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":[0.0006477978,0.0001319423,0.0008248336,0.001740688,0.00009359857,0.0003839578,0.00100154,0.001942818,0.001731203,0.02361972,0.8637059,0.104176],"study_design_scores_gemma":[0.0003505967,0.00007039727,0.0007902838,0.0006829318,0.00004095735,0.000332996,0.0002037514,0.005655029,0.004741165,0.04293457,0.9440181,0.0001790985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0009958947,0.0001914719,0.5146693,0.001554408,0.001373391,0.001300383,0.09664819,0.363669,0.01959797],"genre_scores_gemma":[0.0111434,0.0004355024,0.4929614,0.002117674,0.0008617998,0.006065981,0.1030073,0.3372944,0.04611257],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9953774,"threshold_uncertainty_score":0.9663754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2775398297704858,"score_gpt":0.3872461845263674,"score_spread":0.1097063547558816,"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."}}