{"id":"W7005722045","doi":"","title":"Research Data Management: Plans, Tools and Funder Requirements","year":2022,"lang":"en","type":"other","venue":"Scholarship@Western (Western University)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data sharing; Data management; Cover (algebra); Data governance; Research data; Data Protection Act 1998","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1073052,0.001033027,0.001166904,0.009324176,0.003788994,0.01705357,0.006215317,0.005164107,0.03965879],"category_scores_gemma":[0.1514961,0.001954023,0.001086983,0.008946775,0.002302526,0.01446083,0.007676223,0.003782319,0.04778187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00773992,"about_ca_system_score_gemma":0.04541089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04196844,"about_ca_topic_score_gemma":0.02804697,"domain_scores_codex":[0.9476466,0.01177252,0.009099041,0.00255679,0.02496812,0.00395695],"domain_scores_gemma":[0.814658,0.04235082,0.009001094,0.027198,0.0827439,0.0240482],"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":[0.0001188633,0.0002056397,0.002538013,0.0008501291,0.00001534849,0.0002838845,0.00165697,0.001372449,0.002123076,0.06258609,0.6674476,0.260802],"study_design_scores_gemma":[0.00002432466,0.0000276804,0.001039303,0.0004362202,0.000006541625,0.0001188041,0.0004849943,0.001372189,0.0006025821,0.005075223,0.9907718,0.00004041808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006724342,0.003647818,0.2765672,0.16538,0.003926988,0.02232152,0.0396836,0.04448292,0.4372658],"genre_scores_gemma":[0.02902177,0.005588274,0.6736203,0.01244577,0.001601026,0.01691793,0.06061023,0.01144009,0.1887546],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8926948,"threshold_uncertainty_score":0.5674911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3131309940393951,"score_gpt":0.3627686896186247,"score_spread":0.04963769557922959,"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."}}