{"id":"W3123071314","doi":"","title":"An Anatomy of the Geographical Concentration of Canadian Manufacturing Industries","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Manufacturing; Economic geography; Business; Location; Industrial organization; Geography; Marketing; Geodesy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001226357,0.0002414495,0.0008335045,0.001554584,0.0001292728,0.0001131559,0.001077457,0.0005669715,0.0002476524],"category_scores_gemma":[0.0001326771,0.0002474018,0.0003117937,0.0003354319,0.0005536282,0.0001676472,0.0003328001,0.001073059,0.000006363359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004922153,"about_ca_system_score_gemma":0.0005541441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1675978,"about_ca_topic_score_gemma":0.1354988,"domain_scores_codex":[0.9972287,0.00009504156,0.001360254,0.000694372,0.00007788321,0.0005436916],"domain_scores_gemma":[0.9976369,0.0001270449,0.0007929485,0.001088604,0.0001032207,0.0002513241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000443941,0.0002769677,0.6272445,0.0002529758,0.000710937,0.000003187258,0.0007071902,0.06191126,0.00003946239,0.2650476,0.0001342353,0.04362737],"study_design_scores_gemma":[0.001287095,0.0003390742,0.6827102,0.0003521804,0.00003749254,0.000004970465,0.001066189,0.08558401,0.005037881,0.1637511,0.05835876,0.001471037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723689,0.0002265833,0.000002815271,0.001203939,0.0002534473,0.0005027101,0.0004994908,0.000005151732,0.02493697],"genre_scores_gemma":[0.9944574,0.005000373,0.00009053378,0.00005471376,0.00008670396,0.00006828485,0.00007377128,0.00003199888,0.0001362646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012965,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795233505589889,"score_gpt":0.2689044340845492,"score_spread":0.2309520990286503,"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."}}