{"id":"W6969126528","doi":"10.5683/sp3/x1yxsw","title":"SP Data Services","year":2018,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Services computing; Service (business); Web service; Information system; Data as a service","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":[0.003538284,0.002714367,0.001577055,0.01162048,0.001865212,0.0044095,0.003485461,0.001768888,0.08540364],"category_scores_gemma":[0.01854574,0.001187851,0.001914046,0.01807233,0.001016864,0.00487879,0.005649529,0.003074157,0.1815179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026068,"about_ca_system_score_gemma":0.005646172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03529558,"about_ca_topic_score_gemma":0.04769761,"domain_scores_codex":[0.9947811,0.0007257764,0.000687504,0.0009219041,0.002189825,0.0006938874],"domain_scores_gemma":[0.9882662,0.001586541,0.0005660046,0.004286595,0.004033628,0.001261071],"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":[0.00006399478,0.00002081794,0.0008294113,0.0002686589,0.00001552115,0.00002100095,0.00004889503,0.0001352434,0.000168442,0.000939695,0.9932839,0.004204376],"study_design_scores_gemma":[0.00006068725,0.00001330906,0.002236996,0.0001180722,0.00001339757,0.00006918589,0.0001614149,0.0005679682,0.0006095319,0.001642368,0.9944829,0.00002414128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000302832,0.00009845534,0.0003934053,0.0001751499,0.00007277374,0.00004344959,0.9903508,0.004043516,0.004519564],"genre_scores_gemma":[0.0006373778,0.00007556236,0.0006792831,0.0000623799,0.00001483004,0.00008515367,0.9967254,0.0005720527,0.001147909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08540364,"threshold_uncertainty_score":0.2857036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806287427186375,"score_gpt":0.3214933835481105,"score_spread":0.2734305092762467,"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."}}