{"id":"W747141942","doi":"","title":"Освоение скоплений природных битумов как перспектива развития топливно-энергетических ресурсов Республики Саха (Якутия)","year":2014,"lang":"ru","type":"article","venue":"Вести газовой науки","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Oil sands; Environmental science; Natural (archaeology); Oil shale; Fossil fuel; Mining engineering; Environmental protection; Geology; Geography; Waste management; Engineering; Archaeology","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":[0.0006032705,0.0003127443,0.0003009717,0.001846223,0.001146498,0.002108707,0.0004247457,0.0006034571,0.01504816],"category_scores_gemma":[0.00126618,0.0004074871,0.0004652749,0.001808063,0.001248854,0.0007563024,0.0007947819,0.0008992596,0.005192362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007631363,"about_ca_system_score_gemma":0.001605334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005087268,"about_ca_topic_score_gemma":0.006707624,"domain_scores_codex":[0.9992821,0.00008772715,0.000047055,0.0001283916,0.000366859,0.000087842],"domain_scores_gemma":[0.9994062,0.0001494059,0.0001052977,0.0000933621,0.0002022428,0.00004340342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001896556,0.00009688389,0.005930928,0.0005206169,0.00005719961,0.002010957,0.003125363,0.00269367,0.09767821,0.2107145,0.007533468,0.6694486],"study_design_scores_gemma":[0.00004589933,0.0001881092,0.01732662,0.0002232323,0.0001161569,0.00372714,0.002190562,0.003096909,0.05435547,0.05021164,0.8683426,0.0001756867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2184772,0.02691145,0.2463361,0.002666374,0.001807218,0.0003522933,0.00126499,0.0008200937,0.5013642],"genre_scores_gemma":[0.7147697,0.01436015,0.1582885,0.0002461492,0.0004007061,0.0003599855,0.000485473,0.0003210072,0.1107683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01504816,"threshold_uncertainty_score":0.05034119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051590533950794,"score_gpt":0.2741929798721666,"score_spread":0.2436770745326586,"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."}}