{"id":"W4399522770","doi":"10.32614/cran.package.onc.api","title":"onc.api: Oceans 2.0 API Client Library","year":2021,"lang":"en","type":"dataset","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Operating system","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":[0.001172368,0.002791005,0.001870322,0.003145863,0.000961544,0.002220276,0.003761343,0.001114859,0.05748727],"category_scores_gemma":[0.00332906,0.001411492,0.001744642,0.0043001,0.0005184559,0.002136023,0.003722285,0.001863225,0.1262477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557531,"about_ca_system_score_gemma":0.002387628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03323862,"about_ca_topic_score_gemma":0.06269304,"domain_scores_codex":[0.9990562,0.0001019221,0.0001173128,0.0002380656,0.0002736817,0.0002129146],"domain_scores_gemma":[0.9986281,0.0001746728,0.00009352281,0.0005544127,0.0003965475,0.0001526864],"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":[0.00009943655,0.00001904931,0.0008434472,0.0003998227,0.00003686412,0.00001574481,0.00002268184,0.0002026504,0.0003437255,0.000337042,0.9938234,0.003856234],"study_design_scores_gemma":[0.0002573111,0.00002702327,0.004722975,0.0001390204,0.00004867478,0.00007136093,0.00006658232,0.001819658,0.002509061,0.001859671,0.9884099,0.00006878484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003332646,0.00007576586,0.0007809787,0.00005435753,0.00003709298,0.00005266423,0.9829747,0.01395013,0.001740941],"genre_scores_gemma":[0.0006931915,0.0000461465,0.0009107686,0.00005202031,0.00000663281,0.0001535535,0.9961271,0.001120532,0.0008900857],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05748727,"threshold_uncertainty_score":0.1923141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413385071371744,"score_gpt":0.2756063504917599,"score_spread":0.2614724997780425,"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."}}