{"id":"W4240110136","doi":"10.1111/gec3.12285","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Geography Compass","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Warwick; McMaster University","keywords":"Geography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003788714,0.0003093918,0.0008134808,0.0007576286,0.0004987507,0.0006787396,0.0008355778,0.0002439031,0.07381535],"category_scores_gemma":[0.00002836633,0.0003695762,0.0004146571,0.0001216845,0.0002246097,0.0007437758,0.0002531979,0.0002542722,0.7437035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005314556,"about_ca_system_score_gemma":0.00002047822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006223561,"about_ca_topic_score_gemma":0.000005585155,"domain_scores_codex":[0.9983331,0.000006825858,0.0007180319,0.0004604728,0.00004644395,0.0004351567],"domain_scores_gemma":[0.9977776,0.00001902811,0.001149207,0.0008975732,0.00005793153,0.00009859317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000449784,0.00001714685,0.0007465778,0.00005795384,0.0001876142,4.010352e-7,0.000165447,0.00002909457,1.551706e-8,0.005101587,0.9929047,0.000784947],"study_design_scores_gemma":[0.0003202035,0.00001596546,0.001984636,0.00003135767,0.00001085482,6.776882e-7,0.00008733498,0.00007341999,0.000001115852,0.001033031,0.9960169,0.0004245123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006083038,0.004609043,0.0002429161,0.0002732314,0.03626879,0.0002285994,0.004890634,0.00003491346,0.953391],"genre_scores_gemma":[0.003526392,0.001968803,0.0001676291,0.0004286234,0.0007290519,0.00005991698,0.0007761519,0.00002233716,0.9923211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6698881,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711254143392353,"score_gpt":0.2193565560554231,"score_spread":0.1922440146214996,"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."}}