{"id":"W6969117743","doi":"10.5281/zenodo.6448576","title":"AfterSSHOC: synergies along the journey to EOSC and a view into the future","year":2022,"lang":"en","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":"Future Earth; Canarie","funders":"European Commission","keywords":"Task (project management); Association (psychology); Task force; Public policy; Cluster (spacecraft); Public engagement","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03178482,0.0006255297,0.0006008336,0.001052978,0.01663133,0.01340463,0.001101086,0.00430422,0.07096355],"category_scores_gemma":[0.04610534,0.0004277691,0.0007212696,0.002392715,0.005191306,0.01112443,0.01635434,0.01085783,0.01194892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103992,"about_ca_system_score_gemma":0.03257407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347551,"about_ca_topic_score_gemma":0.03838648,"domain_scores_codex":[0.9789864,0.01088618,0.0005053901,0.001241876,0.004071711,0.004308283],"domain_scores_gemma":[0.9315588,0.01542608,0.001852679,0.007637979,0.01670606,0.02681833],"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":[0.0002114927,0.0001124964,0.001975366,0.0002204491,0.00001216003,0.0003105988,0.03493749,0.00007070666,0.0008767967,0.04337025,0.8805716,0.03733058],"study_design_scores_gemma":[0.0000146034,0.00002970209,0.001622615,0.0001101997,0.000003479263,0.00003046863,0.01986042,0.00003658611,0.000248874,0.004540527,0.9734827,0.00001988663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03210373,0.003084999,0.005971308,0.7135436,0.02724428,0.0009621411,0.001826554,0.0006999669,0.2145635],"genre_scores_gemma":[0.2719304,0.002759979,0.009069012,0.1325462,0.00766527,0.002856378,0.002465173,0.002757908,0.5679497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9865954,"threshold_uncertainty_score":0.2373967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071244871681439,"score_gpt":0.2877495503867169,"score_spread":0.2370371016699025,"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."}}