{"id":"W7106214313","doi":"10.5281/zenodo.17658351","title":"DiSSCo Prepare Milestone report MS8.4 - Procurement Strategy and Policy","year":2021,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Milestone; Procurement; Task (project management); Stakeholder; Order (exchange); Stakeholder engagement; Legislation; Chief procurement officer","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":[],"consensus_categories":[],"category_scores_codex":[0.02340369,0.001269196,0.0009397308,0.005180015,0.003727394,0.01422661,0.004151252,0.01011666,0.1567207],"category_scores_gemma":[0.03791513,0.001530175,0.001027524,0.005129184,0.001318585,0.009859515,0.006182624,0.00487399,0.1537709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01114443,"about_ca_system_score_gemma":0.0395678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02560182,"about_ca_topic_score_gemma":0.01449777,"domain_scores_codex":[0.9808033,0.004356943,0.001313441,0.00108391,0.009796948,0.002645498],"domain_scores_gemma":[0.9718623,0.006028424,0.001708066,0.003540703,0.01425617,0.002604345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008790447,0.00009057739,0.0004066792,0.0005678162,0.000007963627,0.00012879,0.0003052763,0.00080362,0.001029068,0.0933575,0.874789,0.02842587],"study_design_scores_gemma":[0.00001203795,0.00002199137,0.0003639293,0.0002010472,0.000002424614,0.00003225581,0.0001801659,0.0001503923,0.0006342198,0.004087118,0.9942942,0.00002016012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00346456,0.002028311,0.01912935,0.033013,0.002657422,0.003720018,0.04112933,0.00564466,0.8892134],"genre_scores_gemma":[0.02319568,0.003265295,0.04069283,0.009199789,0.0008669366,0.006874909,0.05600183,0.006310137,0.8535926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1567207,"threshold_uncertainty_score":0.5242831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09810030421344222,"score_gpt":0.3388711698522888,"score_spread":0.2407708656388465,"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."}}