{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007508308,0.0002903518,0.0003746711,0.0006482519,0.0006890534,0.0005331846,0.0007437989,0.0006850845,0.002508869],"category_scores_gemma":[0.003877838,0.0002046585,0.0006839292,0.0004991593,0.0005564927,0.00129028,0.0007021748,0.0005905238,0.00009213322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009618015,"about_ca_system_score_gemma":0.0007265034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302429,"about_ca_topic_score_gemma":0.005456733,"domain_scores_codex":[0.9996021,0.0002102783,0.00001539605,0.00005528155,0.00005231716,0.00006458188],"domain_scores_gemma":[0.9981441,0.001281012,0.0001835612,0.00009254505,0.0001787326,0.0001199851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007558041,0.00006422163,0.01076404,0.00007067985,0.00006588703,0.0001528499,0.0002574082,0.9412732,0.00107359,0.04174258,0.0006001588,0.003859795],"study_design_scores_gemma":[0.00001093192,0.00001910938,0.0007459444,0.000004728429,0.000009122328,0.00001472997,0.00005742212,0.9940104,0.0001752109,0.00465758,0.0002887042,0.000006021125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077942,0.0004289483,0.07789862,0.00100703,0.00006246649,0.00003864528,0.0001420214,0.0001011044,0.01252704],"genre_scores_gemma":[0.9950282,0.0001178858,0.003778129,0.00002046766,0.000008732466,0.00002937625,0.00004214282,0.000006202873,0.0009688608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302429,"threshold_uncertainty_score":0.02589697,"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."}}