{"id":"W4398430968","doi":"10.7910/dvn/pkjufn/1jabrs","title":"FCC2001.154.ran","year":2020,"lang":"ru","type":"dataset","venue":"Harvard Dataverse","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Ran; Computer science; Computer network","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000202006,0.001007811,0.001312041,0.0003681544,0.0001652412,0.0001272975,0.001719935,0.001381132,0.04590055],"category_scores_gemma":[0.0001014369,0.001130359,0.0003487824,0.0005246768,0.0001775116,0.0003294199,0.0003544703,0.001724298,0.7128478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712012,"about_ca_system_score_gemma":0.0001205629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006976362,"about_ca_topic_score_gemma":0.0004950702,"domain_scores_codex":[0.9962475,0.00005737887,0.001046971,0.001129461,0.0005054613,0.001013259],"domain_scores_gemma":[0.9964496,0.00007528841,0.0002392875,0.0027063,0.0000552522,0.0004742982],"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":[0.00004119318,0.00007383489,0.00003635136,0.001550647,0.0004747354,0.00180154,0.00007704618,0.0001263731,0.0002259577,0.0005054485,0.9943765,0.0007103662],"study_design_scores_gemma":[0.001007603,0.000114895,0.00009488642,0.0003713052,0.0004413252,0.00009879268,0.0001375397,0.0003021628,0.00009797337,0.00002265195,0.9962347,0.001076199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008406932,0.00001534242,0.0007332852,0.00002567321,0.00330858,0.0006359897,0.9932048,0.000933559,0.001058711],"genre_scores_gemma":[0.002678105,0.001637814,0.0006085854,0.000226965,0.0009819925,0.00006122133,0.9933063,0.0001777265,0.0003212547],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6669472,"threshold_uncertainty_score":0.9999153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012089007919701,"score_gpt":0.2016022072339654,"score_spread":0.1895131993142644,"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."}}