{"id":"W586431213","doi":"","title":"CN's kernal of expansion","year":2006,"lang":"en","type":"article","venue":"Traffic world","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Subtitle; Operations management; Industrial organization; Transport engineering; Engineering; Computer science; Operating system","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":[0.00009118008,0.00007439662,0.0001034166,0.0000124226,0.00007787668,0.00001439079,0.0001423604,0.00003202504,0.001093268],"category_scores_gemma":[0.000003449151,0.00002055287,0.00005946879,0.0004153052,0.00003936204,0.00004745342,0.00002587875,0.0000746023,0.0001008154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001080173,"about_ca_system_score_gemma":0.000005281266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002160948,"about_ca_topic_score_gemma":0.001651858,"domain_scores_codex":[0.9992716,0.00002139781,0.0001546795,0.0001288029,0.0002360633,0.0001874862],"domain_scores_gemma":[0.9997969,0.00005879987,0.00004042473,0.00002336132,0.00004143164,0.00003911401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005591235,0.0003513249,0.01276459,0.00001634547,0.00001488053,0.00001691247,0.00004370759,0.0001846489,0.4247103,0.004223152,0.1950504,0.3625678],"study_design_scores_gemma":[0.0001061422,0.00006682149,0.9116206,0.00002453322,0.000003943451,0.000003451993,0.00005485421,0.00002452826,0.01118788,0.0002546156,0.07652377,0.0001288688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841964,0.0001164105,6.826746e-7,0.001985851,0.00005058189,0.00008398968,0.000004000222,0.00004514067,0.01351694],"genre_scores_gemma":[0.9826784,0.00001142907,0.00006582851,0.00003090267,0.0002341316,0.000003654851,0.00004532873,3.182481e-7,0.01692997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.898856,"threshold_uncertainty_score":0.9998199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149966796018492,"score_gpt":0.208742820662575,"score_spread":0.1972431527023901,"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."}}