{"id":"W78778132","doi":"10.1007/978-94-017-3471-4_1","title":"Introduction: Sustainability and Rural Systems","year":2002,"lang":"en","type":"book-chapter","venue":"˜The œGeojournal library","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Urbanization; Rural area; Geography; Economic growth; Population; Sustainability; Development economics; Rural population; Face (sociological concept); Capital (architecture); Political science; Sociology; Social science; Economics; Demography","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":[0.0003426589,0.0003905601,0.0004182355,0.0000259884,0.0006162279,0.0004463357,0.0004344351,0.0003150862,0.004012865],"category_scores_gemma":[0.00001784777,0.0001271631,0.0001971222,0.00009515563,0.0002911235,0.0007427604,0.0002911281,0.0007501221,0.00006163621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100278,"about_ca_system_score_gemma":0.00004388625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003326838,"about_ca_topic_score_gemma":0.000007364324,"domain_scores_codex":[0.9981702,0.000114399,0.0005274759,0.0004147391,0.0003692939,0.000403869],"domain_scores_gemma":[0.9990552,0.0001877587,0.0002598772,0.0001589923,0.0001340915,0.0002040648],"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":[0.0002629448,0.0001089745,0.008963261,0.0003613658,0.0002683248,0.0002125183,0.0003223204,0.00001348498,0.00006317123,0.1380929,0.6218663,0.2294644],"study_design_scores_gemma":[0.00007301129,0.0001109658,0.01248847,0.00003452513,0.00002689869,0.0001793559,0.0004563016,0.0000269369,0.000001376938,0.05574474,0.9305142,0.0003432063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0943938,0.01761615,0.000003501048,0.1742154,0.003272332,0.003028753,0.0001973061,0.0006706364,0.7066022],"genre_scores_gemma":[0.1083538,0.001186893,0.00000687177,0.0002260238,0.004599035,0.00001390342,0.00009767267,0.000005784124,0.88551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3086479,"threshold_uncertainty_score":0.9968976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008572275594776494,"score_gpt":0.171395632668613,"score_spread":0.1628233570738365,"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."}}