{"id":"W6963294146","doi":"10.18280/ijsdp.200607","title":"Territorial Determinants of the Popular and Solidarity Economy in Ecuador: An Analysis Using Geographically Weighted Regression","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Local Economic Development and Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geographically Weighted Regression; Solidarity; Regression analysis; Regression; Shift-share analysis; Work (physics)","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":[0.00129991,0.00008679958,0.0002363362,0.0007073905,0.0002552195,0.0001343043,0.0002780037,0.00008553399,0.00000823716],"category_scores_gemma":[0.000122535,0.00006750515,0.0000466551,0.0003114336,0.00009053991,0.0004598937,0.0001100725,0.0001461068,3.115561e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703826,"about_ca_system_score_gemma":0.0005663804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000562249,"about_ca_topic_score_gemma":0.0003103788,"domain_scores_codex":[0.9988981,0.00009985674,0.0005118168,0.0001184378,0.0001924334,0.0001792835],"domain_scores_gemma":[0.9991969,0.00008226465,0.0003396543,0.00004183729,0.0002807569,0.00005860433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009465648,0.00002099406,0.9838911,0.00001403116,0.0001610208,0.000121962,0.01053284,0.0001209545,0.000007203929,0.001015903,0.00001354314,0.004005757],"study_design_scores_gemma":[0.001173995,0.00002188791,0.9161126,0.0006269483,0.0001226562,0.00001080398,0.06267586,0.002832184,0.0004688431,0.006022556,0.009691212,0.0002404322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983125,0.0001813184,0.0001217911,0.0001531376,0.0005018814,0.00007144398,7.860941e-7,0.000002761805,0.000654352],"genre_scores_gemma":[0.998359,0.00002660368,0.00129713,0.00005048181,0.0001095261,9.10211e-7,0.000002473355,0.000002400967,0.0001514853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06777851,"threshold_uncertainty_score":0.275278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427276693505382,"score_gpt":0.3049492169099794,"score_spread":0.2906764499749256,"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."}}