{"id":"W2164304542","doi":"10.1111/geoj.12076","title":"Happiness on your doorstep: disputing the boundaries of wellbeing and localism","year":2014,"lang":"en","type":"article","venue":"Geographical Journal","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Localism; Government (linguistics); Sociology; Politics; Happiness; Argument (complex analysis); Narrative; Bureaucracy; Political science; Public administration; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001954536,0.00007015002,0.0001177264,0.0000577945,0.002002469,0.0003850251,0.0002003209,0.00008030562,0.00002553314],"category_scores_gemma":[0.0005464662,0.00004614897,0.0001005635,0.000282196,0.001408002,0.00007835783,0.00003018877,0.000351587,0.000001668625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001244322,"about_ca_system_score_gemma":0.00008606806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003757023,"about_ca_topic_score_gemma":0.0001686083,"domain_scores_codex":[0.9987835,0.0003173791,0.0002057624,0.00009376067,0.0003730679,0.0002265858],"domain_scores_gemma":[0.9992553,0.0002704923,0.0001337486,0.00008582675,0.0001116346,0.0001430212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000174318,0.00007532779,0.1895039,0.00001525408,0.00004195132,0.00000120464,0.04336453,0.00003700938,0.00002931969,0.725418,0.0003420615,0.04115404],"study_design_scores_gemma":[0.0007696809,0.0001641231,0.5695021,0.0002009995,0.00008960388,0.0000356907,0.06151988,0.003077403,0.00001340554,0.1223278,0.2418958,0.0004035343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759346,0.0001216958,0.002645461,0.01490723,0.0008419199,0.0000665913,0.00000122775,0.0000170018,0.005464236],"genre_scores_gemma":[0.9985235,0.0001462235,0.0001455664,0.0006653959,0.0004118165,9.648552e-7,5.743332e-7,0.000004953906,0.0001010355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6030902,"threshold_uncertainty_score":0.9992968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452835294219111,"score_gpt":0.2946692206437342,"score_spread":0.2801408677015431,"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."}}