{"id":"W4205113614","doi":"10.29242/report.rdspartnerships2022","title":"Research Data Services: Partnerships","year":2022,"lang":"en","type":"report","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Interoperability; Commit; Context (archaeology); Task force; Public relations; Political science; Task (project management); Working group; Library science; Knowledge management; World Wide Web; Public administration; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.08295284,0.001235221,0.001295887,0.006742639,0.01403583,0.04453483,0.007152833,0.01196047,0.1416826],"category_scores_gemma":[0.1612014,0.001842158,0.001261296,0.01671395,0.00777984,0.03866611,0.06008926,0.01249491,0.08678632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02272431,"about_ca_system_score_gemma":0.1554539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03704886,"about_ca_topic_score_gemma":0.04045908,"domain_scores_codex":[0.8718286,0.06336147,0.008272967,0.007305841,0.03452362,0.01470758],"domain_scores_gemma":[0.7603316,0.04349722,0.00940065,0.02364688,0.06070381,0.1024198],"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":[0.00004129185,0.0001210638,0.001326685,0.0003208438,0.00002374835,0.0001559642,0.003073405,0.0001067887,0.0001289606,0.1550495,0.7424679,0.09718385],"study_design_scores_gemma":[0.00001040364,0.00000620151,0.0001808329,0.0001344314,0.000002513865,0.00005587867,0.001228154,0.00005542235,0.00003185541,0.01166707,0.9866142,0.00001298588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002033506,0.008770746,0.02091856,0.3734381,0.004268394,0.001051184,0.003133154,0.002957687,0.5834287],"genre_scores_gemma":[0.103479,0.02438951,0.07056089,0.1850733,0.005690287,0.003395791,0.01200097,0.005210306,0.5902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1416826,"threshold_uncertainty_score":0.4739757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8217691073886965,"score_gpt":0.5650690930468558,"score_spread":0.2567000143418406,"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."}}