{"id":"W4393500769","doi":"10.5281/zenodo.3780920","title":"SYNERGxDB SQL Dump","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Technology and Education Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"SQL; Computer science; PL/SQL; SQL/PSM; Programming language; Database; World Wide Web; Query by Example","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005160988,0.0002338153,0.0002597214,0.0003813028,0.001754043,0.001285288,0.00539176,0.0002733611,0.004705747],"category_scores_gemma":[0.0005807974,0.0002499986,0.00007600954,0.0008717439,0.0001498141,0.0003218931,0.003363236,0.000712403,0.1142214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391938,"about_ca_system_score_gemma":0.00001464889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066265,"about_ca_topic_score_gemma":2.66991e-7,"domain_scores_codex":[0.9976597,0.0003671368,0.0003510015,0.0007683744,0.0004449783,0.0004088448],"domain_scores_gemma":[0.9976764,0.00002875927,0.0002311461,0.001443358,0.0003880442,0.0002322314],"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":[0.000004845274,0.00006247532,7.621618e-8,0.00008169044,0.00004352751,0.00002556986,0.0001952541,0.000002417301,0.00003124944,0.00292261,0.9796044,0.01702593],"study_design_scores_gemma":[0.0001526939,0.0001231298,0.00001226312,0.00003440869,0.00001274977,0.0001820525,0.0000598354,0.00007342001,0.00003815394,0.000164829,0.998895,0.0002514425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001201339,0.0001478592,0.01661371,0.004878339,0.001124186,0.0005291891,0.9612572,0.003073181,0.01236432],"genre_scores_gemma":[0.001034938,0.0001455593,0.0004158232,0.000550406,0.0003694996,9.313981e-8,0.9963443,0.0006252254,0.000514211],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1095156,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812455953506492,"score_gpt":0.24953558949314,"score_spread":0.2114110299580751,"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."}}