{"id":"W4398525354","doi":"10.7910/dvn/ktwyz6/oshw2k","title":"optim.tex","year":2020,"lang":"zh","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002299348,0.004277424,0.002927929,0.004927432,0.001122525,0.007888692,0.004641295,0.002825762,0.5319969],"category_scores_gemma":[0.009698033,0.001660027,0.002166473,0.007063053,0.001092944,0.00365492,0.004698515,0.002420994,0.7166758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181459,"about_ca_system_score_gemma":0.0018196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047213,"about_ca_topic_score_gemma":0.01251061,"domain_scores_codex":[0.9985423,0.0002554715,0.00009340158,0.0005761555,0.0002830866,0.0002495892],"domain_scores_gemma":[0.997724,0.000587157,0.0001013677,0.0009864325,0.000357892,0.0002431363],"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":[0.00003126649,0.00001021804,0.00009184806,0.00020304,0.00001916297,0.000005544844,0.00001017334,0.0001394627,0.00006147697,0.0003464998,0.9973192,0.001762093],"study_design_scores_gemma":[0.0003381601,0.00003724349,0.0008929815,0.0002539346,0.00002449859,0.00004564112,0.00006135806,0.001107836,0.0006637012,0.005417124,0.9911256,0.00003182711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001037784,0.0001038664,0.0002363617,0.000230204,0.0001064786,0.00001551368,0.9868231,0.008716663,0.003664103],"genre_scores_gemma":[0.0005792373,0.0001187947,0.0006161837,0.0001480772,0.00003660503,0.00005999439,0.9937603,0.002342049,0.002338811],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4680031,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603711258943594,"score_gpt":0.2566774785573017,"score_spread":0.2306403659678657,"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."}}