{"id":"W4387271641","doi":"10.59876/a-1sb2-wav5","title":"Industrial competitiveness and FDI opportunities in the metropolitan periphery - product space network analysis of Laval, Canada","year":2023,"lang":"en","type":"article","venue":"Management international","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Metropolitan area; Business; Industrial organization; Space (punctuation); Product (mathematics); Economic geography; Foreign direct investment; Qualitative analysis; Regional science; Qualitative research; Economics; Computer science; Geography; Mathematics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005687322,0.00005973473,0.0001713997,0.0004010453,0.00003388481,0.00003206524,0.000209871,0.00002393141,0.0002066583],"category_scores_gemma":[0.00003052719,0.00005611402,0.00002973424,0.0007763061,0.00004859609,0.0000652384,0.00009110821,0.00006661159,0.000003447039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375107,"about_ca_system_score_gemma":0.00001048956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04284436,"about_ca_topic_score_gemma":0.03090815,"domain_scores_codex":[0.9993523,0.0000107203,0.0003131262,0.0001682993,0.00004562972,0.0001099561],"domain_scores_gemma":[0.9996489,0.00004575641,0.0001591022,0.0001203467,0.00001677271,0.000009134077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003780337,0.00001150251,0.2762858,0.000003897965,0.0002604948,0.000004834201,0.00002033021,0.0005141641,1.511656e-7,0.7195019,0.002796484,0.0005966204],"study_design_scores_gemma":[0.0003257076,0.00001708941,0.8015237,0.00001228336,0.00003852403,3.832595e-7,0.003935298,0.006122332,0.000005762338,0.02435776,0.163523,0.0001380882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095885,0.0001017968,0.0001768227,0.007246539,0.0003806937,0.0001516262,0.000127416,0.00001908723,0.08220756],"genre_scores_gemma":[0.997999,0.0001864675,0.00006275788,0.0002012471,0.00005946926,0.00002212625,0.0001245879,0.000003531687,0.001340797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6951442,"threshold_uncertainty_score":0.9867753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026560637820148,"score_gpt":0.2389265953607051,"score_spread":0.1362705315786903,"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."}}