{"id":"W4236848200","doi":"10.7862/rz.2014.mmr.13","title":"МОДЕЛИРОВАНИЕ РИСКОВ ПРОЕКТОВ АВТОМОБИЛЬНЫХ ДОРОГ","year":2014,"lang":"ru","type":"article","venue":"Modern Management Review","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001339327,0.0006929756,0.001032232,0.0002099265,0.0001911429,0.00006793458,0.0009880123,0.0002797096,0.001285272],"category_scores_gemma":[0.00005214639,0.0006866163,0.0003576098,0.0004555286,0.0001334109,0.0002671841,0.0003454342,0.0005985876,0.002617333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020816,"about_ca_system_score_gemma":0.00001137156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002330256,"about_ca_topic_score_gemma":0.00003085005,"domain_scores_codex":[0.9968534,0.0002345847,0.0008867473,0.0007715352,0.0003992462,0.0008544712],"domain_scores_gemma":[0.997892,0.00007112297,0.0001280301,0.001718376,0.00004528532,0.0001452087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006314934,0.00009190935,0.00009185315,0.04591574,0.0005380668,0.00006270697,0.00008200538,0.001092487,0.0000113825,0.3199235,0.04493617,0.5872478],"study_design_scores_gemma":[0.000502302,0.0001060513,0.0005552772,0.01014157,0.0009816993,0.00001413432,0.00005275852,0.04515131,0.00000954676,0.07645422,0.8650029,0.001028244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0001974031,0.4622201,0.06040012,0.002270028,0.0006066526,0.001289502,0.00001085102,0.0008578391,0.4721475],"genre_scores_gemma":[0.2121679,0.7668373,0.002644751,0.002262994,0.0002169833,0.0002550355,0.00006678986,0.0001325589,0.01541571],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8200667,"threshold_uncertainty_score":0.9996277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118566457225849,"score_gpt":0.2227405163751257,"score_spread":0.2115548518028672,"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."}}