{"id":"W6950344932","doi":"10.5281/zenodo.6968432","title":"VIVO-DSpace Integration","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Interoperability; Open source; Variety (cybernetics); DSPACE; Work (physics); Open source software; Process (computing)","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":[0.003111983,0.001249553,0.0007347637,0.00147795,0.0008617624,0.004819783,0.002666177,0.001665309,0.05957555],"category_scores_gemma":[0.006638373,0.000878537,0.001341067,0.0009048997,0.0008269914,0.005220765,0.007714861,0.003938676,0.03562687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131024,"about_ca_system_score_gemma":0.001976908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615285,"about_ca_topic_score_gemma":0.00163443,"domain_scores_codex":[0.9968078,0.0003528147,0.0002279492,0.0007336384,0.001542356,0.0003354672],"domain_scores_gemma":[0.9971954,0.0003586436,0.000104567,0.0009799929,0.0009641263,0.0003973415],"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":[0.001712135,0.0009226141,0.007996256,0.001174646,0.000228504,0.001280713,0.002124634,0.007281473,0.0680086,0.1231364,0.4499028,0.3362312],"study_design_scores_gemma":[0.0001321319,0.0001151133,0.001502139,0.0001182969,0.00002832905,0.0004084784,0.0001934024,0.007402418,0.0172166,0.01040278,0.9624261,0.00005413352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02518935,0.0009132418,0.4219469,0.002376821,0.001643513,0.001325671,0.0145676,0.1599822,0.3720548],"genre_scores_gemma":[0.1808511,0.001331126,0.3455379,0.005107106,0.0005832726,0.001687412,0.1123871,0.05117903,0.3013359],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05957555,"threshold_uncertainty_score":0.1993001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163794161932101,"score_gpt":0.2448928029761495,"score_spread":0.2132548613568285,"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."}}