{"id":"W4408545510","doi":"10.1177/03091325251326790","title":"Ideas and ideation in geographical political economy","year":2025,"lang":"en","type":"article","venue":"Progress in Human Geography","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Economic geography; Geography; Political science; Political economy; Economy; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004342518,0.0001846219,0.0004206932,0.001809178,0.0001031249,0.0001297166,0.0001873368,0.0001785431,0.0000359601],"category_scores_gemma":[0.000007101996,0.0002316799,0.0001124612,0.0007782634,0.0003681179,0.0002384293,0.00008421395,0.0002760807,0.000008709133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004594039,"about_ca_system_score_gemma":0.00001168188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000475741,"about_ca_topic_score_gemma":0.0002064428,"domain_scores_codex":[0.9981695,0.00002596534,0.0006969922,0.0005441428,0.00002790169,0.0005354827],"domain_scores_gemma":[0.999478,0.00004020054,0.0001223264,0.0002600372,0.00001987408,0.00007951356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000560137,0.00006709593,0.5073917,0.00003022239,0.000008743914,0.000004122688,0.00005805603,8.000225e-7,1.433129e-7,0.4915406,0.00001838885,0.0008745812],"study_design_scores_gemma":[0.000702594,0.00002942351,0.6534926,0.00005770197,0.000002956396,0.000001180628,0.00001708982,0.0002031164,0.000006654638,0.3309243,0.01438428,0.0001780869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938048,0.009562369,0.0001102422,0.0009658312,0.0001462842,0.0003108508,0.00001523753,0.00004998732,0.09503435],"genre_scores_gemma":[0.9987718,0.0001167044,0.0003261037,0.0005335562,0.00004571522,0.0001347672,0.00001521355,0.0000153177,0.0000407992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1606163,"threshold_uncertainty_score":0.9447632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448337155705522,"score_gpt":0.2553624524697508,"score_spread":0.2408790809126956,"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."}}