{"id":"W2046546988","doi":"10.1080/00330124.2012.757817","title":"Introduction: Dispatches from the Fifth Summer Institute in Economic Geography","year":2013,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Regional science; Economic geography; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003369568,0.0001376212,0.0001216353,0.00001012832,0.0004042643,0.00007114661,0.0004385674,0.00006926971,0.004936015],"category_scores_gemma":[0.00001985681,0.00003315061,0.0001110067,0.0002803669,0.0002688852,0.0002846528,0.0001593396,0.0002238917,0.0002561205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835826,"about_ca_system_score_gemma":0.00001575314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009591323,"about_ca_topic_score_gemma":0.004342487,"domain_scores_codex":[0.9989308,0.0001598881,0.0002177905,0.0002678769,0.0001478167,0.0002758383],"domain_scores_gemma":[0.9995117,0.0002273726,0.00006076545,0.0001142972,0.0000399789,0.00004583762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002013953,0.00005017034,0.9573531,0.000001384726,0.00002179225,3.629625e-7,0.0002326235,0.000006905639,0.0005178607,0.0005116482,0.02206568,0.01921841],"study_design_scores_gemma":[0.0000719429,0.00001154532,0.9069464,0.000007646457,0.000004790422,3.243467e-7,0.001013647,0.00001432439,0.00003771144,0.01730158,0.07448623,0.0001039097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093719,0.0002778376,2.861609e-7,0.08891229,0.000724901,0.0004328376,0.00001163813,0.00002784901,0.000240451],"genre_scores_gemma":[0.9971023,0.00005021417,0.00002265882,0.0008167048,0.000770097,0.0001664237,0.00007651349,8.709836e-7,0.0009942491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08809558,"threshold_uncertainty_score":0.9970039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113743460061403,"score_gpt":0.2157160121720033,"score_spread":0.2045785775713893,"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."}}