{"id":"W4282004804","doi":"10.36095/banxico/di.2022.06","title":"The Role of Clusters in the Performance of the Mexican Economy","year":2022,"lang":"es","type":"book","venue":"","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738034,0.0001069819,0.000156473,0.00005440373,0.0005978576,0.00003451701,0.001170746,0.00007040974,0.0001609064],"category_scores_gemma":[0.00002477414,0.00004810848,0.00009606669,0.0004280816,0.0006392917,0.0001159716,0.000148276,0.000243863,0.00000404241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232383,"about_ca_system_score_gemma":0.0007107812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003869642,"about_ca_topic_score_gemma":0.0004499778,"domain_scores_codex":[0.9985963,0.0002185211,0.0004228614,0.0001240552,0.0004829055,0.0001554267],"domain_scores_gemma":[0.9988917,0.00033634,0.0004542742,0.0002310664,0.00007795269,0.000008714806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003032895,0.0000333034,0.025173,0.00003374005,0.00004595605,6.134525e-8,0.0110704,0.00003705543,0.000008761851,0.9314953,0.01036941,0.02170263],"study_design_scores_gemma":[0.00007624613,0.00003636527,0.02433838,0.00003455557,0.000007234938,2.056699e-7,0.01314046,0.000165183,0.00006010448,0.005317647,0.9567462,0.00007741142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06465819,0.00006450545,2.465431e-7,0.005956247,0.0002386773,0.0004160985,0.000002339769,0.000002586534,0.9286611],"genre_scores_gemma":[0.8708116,0.002035003,0.000007286165,0.0005393168,0.00009757457,0.00004403627,0.000009907655,0.000006528447,0.1264487],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9463768,"threshold_uncertainty_score":0.4598297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196207064733203,"score_gpt":0.2373852380111874,"score_spread":0.2254231673638554,"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."}}