{"id":"W4210850491","doi":"10.15862/02ecor421","title":"Development of investment projects in the field of sustainable transportation facilities","year":2021,"lang":"en","type":"article","venue":"Russian journal of resources conservation and recycling","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Investment (military); Business; Context (archaeology); Resource (disambiguation); China; Economic growth; Environmental planning; Environmental economics; Economics; Political science; Politics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009099196,0.00004601484,0.0001507934,0.00008773062,0.0001986807,0.00001510807,0.0000702034,0.00004095422,0.00001042464],"category_scores_gemma":[0.0003120697,0.00003072588,0.00003827267,0.0002140297,0.0001303932,0.00009258138,0.000006231704,0.00009341871,5.135552e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898172,"about_ca_system_score_gemma":0.0003257626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004974652,"about_ca_topic_score_gemma":0.001400274,"domain_scores_codex":[0.999025,0.0001558596,0.0004394793,0.00005012521,0.0002258581,0.000103693],"domain_scores_gemma":[0.9992592,0.0002644665,0.0003145913,0.00003814438,0.00009686164,0.00002677715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005384136,0.00005776891,0.05205009,0.0002182887,0.00005290123,0.00002289558,0.8646802,0.00001115606,0.0001105712,0.07876352,0.000449061,0.003529747],"study_design_scores_gemma":[0.0003438263,0.00005093822,0.1276187,0.0002618981,0.00001880669,0.000003140412,0.6625308,0.000007045383,0.001021985,0.002186396,0.2058959,0.00006049678],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735525,0.0007476151,0.0001490785,0.01602749,0.00004190153,0.00008513525,6.388664e-7,0.000001776721,0.009393923],"genre_scores_gemma":[0.9956745,0.0003296708,0.002300191,0.0004781957,0.00003380897,0.000001745014,5.477186e-7,0.000001826879,0.001179517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2054468,"threshold_uncertainty_score":0.1528111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463602467842191,"score_gpt":0.3114759068947376,"score_spread":0.2768398822163157,"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."}}