{"id":"W4404734887","doi":"10.1111/caje.12747","title":"Regional specialization: From the geography of industries to the geography of jobs","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic geography; Regional geography; Geography; Human geography; Regional science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070971,0.0002714971,0.0008841267,0.001177571,0.0001923599,0.0002139617,0.001103216,0.0001884838,0.0006430118],"category_scores_gemma":[0.0001770671,0.0002426679,0.0007091782,0.0006186113,0.0003879335,0.0003326983,0.00004157345,0.000359515,0.00003592204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223266,"about_ca_system_score_gemma":0.001004691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3273874,"about_ca_topic_score_gemma":0.8294492,"domain_scores_codex":[0.9972678,0.00004191451,0.001814642,0.0004136983,0.000005350679,0.0004565883],"domain_scores_gemma":[0.9970808,0.0003675039,0.001115017,0.0005766533,0.0002015927,0.0006584206],"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":[0.00003529944,0.00001151997,0.1672505,0.00002061307,0.0008346799,0.00001420444,0.0008541144,0.01001416,0.000001164017,0.81236,0.006760712,0.001842909],"study_design_scores_gemma":[0.000356611,0.0002519361,0.07971622,0.0001890075,0.0001155026,0.00005373876,0.0004501982,0.003019111,0.00005136351,0.453764,0.4615621,0.0004702272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644982,0.0053643,0.0004174689,0.02480493,0.001607192,0.0002375101,0.001780678,0.000003863467,0.001285922],"genre_scores_gemma":[0.9962149,0.001025369,0.0001801246,0.00112726,0.001259651,0.00001363832,0.00004571732,0.0000429478,0.00009033734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020618,"threshold_uncertainty_score":0.9895712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120159399140453,"score_gpt":0.1766749656765259,"score_spread":0.05651556653607284,"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."}}