{"id":"W1965531721","doi":"10.1080/14427591.2009.9686637","title":"Shaping ideal places for retirement: Occupational possibilities within contemporary media","year":2009,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ideal (ethics); Newspaper; Sociology; Consumption (sociology); Politics; Public relations; Gender studies; Political science; Social science; Media studies; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004112146,0.0001145984,0.0002035894,0.0002812771,0.001400055,0.0002046525,0.0004641955,0.0000468343,0.00005447353],"category_scores_gemma":[0.002629822,0.00009470812,0.0001076103,0.0005003252,0.0007454938,0.001467601,0.00002074071,0.0001129224,0.000002531468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159573,"about_ca_system_score_gemma":0.003007853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004708807,"about_ca_topic_score_gemma":0.0009676656,"domain_scores_codex":[0.9971101,0.00008076301,0.0006434091,0.0002051121,0.001682007,0.000278645],"domain_scores_gemma":[0.9971103,0.0005175909,0.0007042786,0.00008232411,0.001408106,0.0001773905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001115405,0.0002607166,0.1379533,0.00002531499,0.00005308822,0.00001007259,0.5081623,0.0004449431,0.001143149,0.3150521,0.03360144,0.002178312],"study_design_scores_gemma":[0.0007538465,0.0002790403,0.9398729,0.0001054696,0.00001856516,0.000006158312,0.005500571,0.0004362263,0.0003519775,0.04848161,0.003960181,0.0002335054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908606,0.0006324974,0.002579971,0.002072724,0.0009977334,0.0002538004,0.00002788901,0.00002438807,0.002550365],"genre_scores_gemma":[0.9924679,0.00003679907,0.005757366,0.0004418912,0.001051745,0.000004139568,0.000004862939,0.00000343356,0.0002319007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8019196,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459242643134821,"score_gpt":0.408122157673907,"score_spread":0.2621978933604249,"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."}}