{"id":"W1996930130","doi":"10.5430/jms.v2n1p41","title":"Simulation Research in Mutualism Behavior of Automobile Industry Cluster","year":2011,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Leading Academic Discipline Project","keywords":"Mutualism (biology); Industrial organization; Automotive industry; Business; Resource (disambiguation); Cluster (spacecraft); Business cluster; Mechanism (biology); Ecology; Computer science; Engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008817221,0.00006187687,0.0001492868,0.0004745091,0.00001611905,0.00001317805,0.000104317,0.0001725499,0.0001315867],"category_scores_gemma":[0.00001600792,0.00005807194,0.00002293315,0.0002249489,0.00003860381,0.0001725027,0.00003635139,0.0004913973,0.000001238237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008152424,"about_ca_system_score_gemma":0.00002180809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000244018,"about_ca_topic_score_gemma":0.00001181495,"domain_scores_codex":[0.9991597,0.00007051165,0.0003746329,0.00005702557,0.000161369,0.0001767401],"domain_scores_gemma":[0.9996458,0.00007704232,0.00007037272,0.00007362606,0.00009119965,0.0000419151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002438888,0.0003093618,0.02071788,0.0003328342,0.0001539775,0.001002846,0.001721173,0.8940859,0.00006120926,0.003162316,0.0009864109,0.07722218],"study_design_scores_gemma":[0.01023553,0.002715008,0.7304283,0.0004353032,0.0002729061,0.00007687215,0.03760121,0.1991531,0.0009535074,0.01202852,0.005424881,0.000674828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896375,0.00009979203,0.00007047218,0.00001619157,0.000145978,0.000186626,4.87594e-7,0.000007074109,0.009835913],"genre_scores_gemma":[0.9995263,0.00003137454,0.0001315662,0.000003782655,0.00005866375,0.000005907662,3.066236e-7,0.000008514588,0.0002336237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7097105,"threshold_uncertainty_score":0.2368105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270860746239885,"score_gpt":0.3435282410462258,"score_spread":0.2164421664222373,"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."}}