{"id":"W2517227116","doi":"10.5860/choice.40-5997","title":"Across this land: a regional geography of the United States and Canada","year":2003,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Economic geography; Regional science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677214,0.00008431712,0.0001698428,0.000003351735,0.0001284804,0.00001063476,0.0001318371,0.0000271426,0.00006292063],"category_scores_gemma":[0.0002061985,0.00002259942,0.00005640197,0.0003449638,0.00007086471,0.00002959403,0.00003105007,0.00007053317,3.549939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794595,"about_ca_system_score_gemma":0.00002708374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3616487,"about_ca_topic_score_gemma":0.7253374,"domain_scores_codex":[0.9992734,0.0001249511,0.0002088264,0.0001249891,0.0001137556,0.0001541441],"domain_scores_gemma":[0.9995802,0.0001464468,0.00009248195,0.00005376669,0.0000777708,0.00004934292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002783908,0.00004049561,0.9780051,0.00006940831,0.000007242013,3.793539e-7,0.00003592126,5.443825e-7,0.000195341,0.00002985324,0.00601576,0.01559724],"study_design_scores_gemma":[0.00003178177,0.00000802666,0.4468194,0.0000273418,0.000002740593,8.634303e-7,0.00005871696,0.00000214518,0.00002278403,0.00007557317,0.5529106,0.00004002294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918671,0.004704688,7.099437e-8,0.003115709,0.00003033583,0.0001983987,0.00004177806,0.000005000509,0.00003686913],"genre_scores_gemma":[0.9271522,0.06213701,0.0002643824,0.00745869,0.0001613918,0.00003708004,0.0007660753,0.000002301309,0.002020904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5468948,"threshold_uncertainty_score":0.6426021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380872795206399,"score_gpt":0.2593817303697109,"score_spread":0.2355730024176469,"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."}}