{"id":"W4408123017","doi":"10.1016/j.peg.2025.100037","title":"A role for economic geographers in the entrepreneurial ecosystem framework: Global pipelines and the mobility challenge","year":2025,"lang":"en","type":"article","venue":"Progress in Economic Geography","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College; University of Toronto","funders":"","keywords":"Ecosystem; Pipeline transport; Economic geography; Environmental resource management; Business; Natural resource economics; Geography; Economics; Ecology; Environmental science; Biology; Environmental engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004574553,0.0002980968,0.0005302128,0.002580411,0.004244494,0.01431113,0.001029354,0.00456326,0.01091155],"category_scores_gemma":[0.008601378,0.0002624977,0.0003336835,0.003830438,0.02674769,0.02488994,0.00705421,0.003924245,0.0004811603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324358,"about_ca_system_score_gemma":0.00544681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137744,"about_ca_topic_score_gemma":0.01544928,"domain_scores_codex":[0.9985707,0.0008195202,0.00002979579,0.0001528708,0.000171461,0.0002557781],"domain_scores_gemma":[0.9924683,0.004398837,0.000566756,0.000596599,0.0005692065,0.001400305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007196056,0.000009070981,0.0007345636,0.0000148411,0.000002573398,0.00004293785,0.001993089,0.0002111412,0.00001996264,0.9889897,0.003372715,0.004602418],"study_design_scores_gemma":[0.000009386469,0.00000967838,0.001235159,0.0001247802,0.000006220535,0.00007490447,0.01430109,0.000862229,0.00003505038,0.8978959,0.08542771,0.00001781453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09757039,0.01043953,0.02091891,0.5967726,0.001052106,0.0000314711,0.0002518674,0.00009003908,0.2728731],"genre_scores_gemma":[0.9807048,0.00385319,0.00229225,0.005117006,0.0006482238,0.00002797525,0.00004028171,0.00005214849,0.007264046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01431113,"threshold_uncertainty_score":0.03650278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00818849228169539,"score_gpt":0.2474180253498325,"score_spread":0.2392295330681371,"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."}}