{"id":"W4300045190","doi":"","title":"Catering industry development in the city of Sochi","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004531342,0.00019299,0.0004533306,0.0004116465,0.0004711693,0.0005948743,0.003626589,0.0002638089,0.006302421],"category_scores_gemma":[0.0003525898,0.0001588786,0.00009830808,0.00074442,0.0004196684,0.001331043,0.0005684288,0.0009113993,0.00001041599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786069,"about_ca_system_score_gemma":0.0008266973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005144692,"about_ca_topic_score_gemma":0.00328477,"domain_scores_codex":[0.9974628,0.0002994729,0.0008211323,0.0002832941,0.0007334501,0.0003998479],"domain_scores_gemma":[0.9983427,0.0003807815,0.0006962346,0.0002725059,0.0001489714,0.0001587919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002083145,0.0001406334,0.9617091,0.00001551281,0.00006307127,0.000009287779,0.009753686,0.00001004811,0.004982852,0.001101905,0.005256473,0.01693653],"study_design_scores_gemma":[0.0001987587,0.000001247476,0.9280429,0.000084288,0.000008362825,0.000002251853,0.001321662,0.00000115044,0.003594402,0.003277779,0.06326427,0.0002028942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654173,0.0003705682,0.00001297679,0.001192214,0.0006450302,0.0002660487,0.000004641939,0.00001379177,0.03207746],"genre_scores_gemma":[0.9979342,0.0005531559,0.0004226,0.0002287443,0.0001555812,0.00003713576,0.000003508813,0.00001652469,0.0006485733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05800779,"threshold_uncertainty_score":0.994606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.358660856303202,"score_gpt":0.5767833436708272,"score_spread":0.2181224873676252,"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."}}