{"id":"W3037798608","doi":"10.21083/partnership.v15i1.5825","title":"The CARL Portage Partnership Story","year":2020,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Association of Research Libraries; Association of Research Libraries","keywords":"General partnership; Variety (cybernetics); Politics; Space (punctuation); Public relations; Political science; Data management; Knowledge management; Business; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008252496,0.0006847581,0.0004910156,0.001822609,0.03128489,0.02700834,0.002659965,0.008417438,0.04245563],"category_scores_gemma":[0.03210844,0.0006468124,0.000779143,0.004896622,0.008675834,0.01198024,0.01185755,0.01254412,0.01157929],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03273282,"about_ca_system_score_gemma":0.1179315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6854843,"about_ca_topic_score_gemma":0.8105219,"domain_scores_codex":[0.9858527,0.002600611,0.0002394595,0.001218023,0.006937176,0.003152038],"domain_scores_gemma":[0.9759098,0.003843627,0.0005022264,0.001553722,0.005737462,0.01245326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001510304,0.00001562052,0.0004070532,0.00002751844,0.000005298884,0.0003253592,0.001675169,0.00002144422,0.00002460375,0.03639422,0.9480531,0.01303558],"study_design_scores_gemma":[0.000002159441,0.000002523242,0.000137698,0.00004738057,0.000001515094,0.00009051339,0.002040555,0.00001222236,0.0000196091,0.001746665,0.9958897,0.00000945016],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003680022,0.0113715,0.001059496,0.6149976,0.01073487,0.00009249488,0.001276661,0.0004526776,0.3563347],"genre_scores_gemma":[0.05960824,0.01667885,0.002380003,0.2283021,0.00250342,0.0002398555,0.001382632,0.0006265133,0.6882784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9729916,"threshold_uncertainty_score":0.6327358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439940552055583,"score_gpt":0.3645223106723208,"score_spread":0.2205282554667625,"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."}}