{"id":"W6931328055","doi":"10.5281/zenodo.3906469","title":"Sondage sur la capacité des services institutionnels de gestion des données de recherche, rapport INSIGHTS #1 Soutien à la GDR au sein des organisations : budget, structure et stratégies","year":2020,"lang":"fr","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; York University; University of Guelph; University of Toronto; Queen's University; Portage College","funders":"","keywords":"Government (linguistics); Management by objectives","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":[0.07114307,0.001198058,0.001139767,0.006303699,0.003817039,0.02275744,0.003238745,0.003688058,0.02537657],"category_scores_gemma":[0.1450334,0.001245447,0.001408642,0.01007223,0.005953453,0.01581107,0.01160521,0.003189701,0.00579029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01542888,"about_ca_system_score_gemma":0.032573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04938253,"about_ca_topic_score_gemma":0.03716877,"domain_scores_codex":[0.9034559,0.06252623,0.003620137,0.004959264,0.01870415,0.006734424],"domain_scores_gemma":[0.7717188,0.146317,0.01345256,0.01815152,0.03755723,0.01280295],"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":[0.0009546424,0.0003578738,0.04634333,0.00234857,0.0003595772,0.0005246272,0.02418548,0.0120097,0.004091359,0.3830125,0.05906189,0.4667504],"study_design_scores_gemma":[0.0001589722,0.0006156028,0.06805108,0.002810711,0.0003256854,0.00156973,0.04882506,0.0597628,0.009521426,0.2028134,0.6052147,0.0003308504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.234714,0.01716365,0.216231,0.2653566,0.000602034,0.0008183162,0.002653273,0.002263079,0.2601982],"genre_scores_gemma":[0.7952265,0.008756513,0.1289905,0.003443797,0.0003800243,0.0007282442,0.001894511,0.0009440795,0.05963584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9288569,"threshold_uncertainty_score":0.376245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3229904733339166,"score_gpt":0.3415017773004295,"score_spread":0.0185113039665129,"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."}}