{"id":"W2135808090","doi":"10.1093/jeg/lbq028","title":"Opening up the 'Jacobs Spillovers' black box: local diversity, creativity and the processes underlying new combinations","year":2010,"lang":"en","type":"article","venue":"Journal of Economic Geography","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Creativity; Diversity (politics); Economic geography; Black box; Economics; Sociology; Psychology; Computer science; Social psychology; Artificial intelligence; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006557372,0.0003933258,0.0006522177,0.003631917,0.005251503,0.007287443,0.001215602,0.0009204219,0.005478329],"category_scores_gemma":[0.01074713,0.0004479158,0.0006075627,0.00291136,0.01900214,0.006053444,0.008368585,0.001137692,0.0002521057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007368444,"about_ca_system_score_gemma":0.006758414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03428714,"about_ca_topic_score_gemma":0.08018161,"domain_scores_codex":[0.9966588,0.001280617,0.0001049133,0.0004490303,0.0007834379,0.0007232624],"domain_scores_gemma":[0.9903798,0.006062251,0.0009819358,0.001213579,0.0006729516,0.0006895115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003457752,0.0002326842,0.09333896,0.001022209,0.0001883525,0.00383125,0.3391683,0.004202997,0.004976084,0.3326076,0.001954226,0.2181316],"study_design_scores_gemma":[0.0001148611,0.0003504961,0.1913645,0.001154944,0.0002345168,0.001850232,0.4144599,0.004178744,0.003247698,0.3141839,0.06864257,0.0002177085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027185,0.002111238,0.009766053,0.002952379,0.00002339912,0.00007662689,0.00006458935,0.00005487459,0.08223238],"genre_scores_gemma":[0.9974552,0.0003031994,0.001074226,0.00005983038,0.000006374024,0.000008958707,0.00001009841,0.000005254431,0.00107683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03428714,"threshold_uncertainty_score":0.06817514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046491288413415,"score_gpt":0.310089245784579,"score_spread":0.2696243329004449,"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."}}