{"id":"W4206267816","doi":"10.46692/9781847424037.002","title":"A critical human ecology perspective on rural ageing","year":2008,"lang":"en","type":"other","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Ecology; Geography; Human ecology; Sociology; Biology; Computer science; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009112788,0.0001330498,0.0002112465,0.0001317453,0.0007316266,0.00002992531,0.0001243901,0.0001970522,0.008089269],"category_scores_gemma":[0.0002294313,0.0001162658,0.00007491286,0.00007385716,0.0005410674,0.00002827881,0.00002160817,0.0001473826,0.0002761705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148859,"about_ca_system_score_gemma":0.00007962772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1402784,"about_ca_topic_score_gemma":0.4436149,"domain_scores_codex":[0.9990927,0.0001253557,0.00008836728,0.0002061472,0.0002148902,0.0002725148],"domain_scores_gemma":[0.9996213,0.0001158076,0.00004272039,0.00009508065,0.00006511801,0.00005997824],"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":[6.116878e-7,0.00002505419,0.000164991,0.000002386134,0.00002137289,0.00002039627,0.08525708,2.332351e-8,2.265205e-7,0.3253286,0.5891592,0.00002009684],"study_design_scores_gemma":[0.0001582057,0.00008687557,0.007504238,0.00004756503,0.00002823776,0.000001043636,0.01818439,5.548959e-7,9.499034e-7,0.009521202,0.9641618,0.0003048978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006907613,0.0003235516,0.00002413204,0.00149655,0.0004134364,0.0001470145,0.000003456616,0.0002323171,0.9966688],"genre_scores_gemma":[0.1083854,0.0004974222,0.00008050878,0.0003301548,0.001939729,0.00001379862,0.000002145973,0.00006246504,0.8886884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3750027,"threshold_uncertainty_score":0.9928175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927171447709301,"score_gpt":0.3520546729887961,"score_spread":0.332782958511703,"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."}}