{"id":"W2921187285","doi":"10.15273/jue.v9i1.8882","title":"When Your Neighbourhood Changes: Living Through Gentrification in Amsterdam Oud-West","year":2019,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Neighbourhood (mathematics); Tourism; Sociology; Demographic economics; Geography; Economic geography; Population; Socioeconomic status; Immigration; Economic growth; Socioeconomics; Demography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002616956,0.0002232543,0.0003265079,0.0008005982,0.0008444051,0.0006300606,0.0008422507,0.000212064,0.000481781],"category_scores_gemma":[0.0004495003,0.0002173299,0.0003450801,0.00100212,0.0002006255,0.001148574,0.00009198941,0.0007066146,0.000176486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364925,"about_ca_system_score_gemma":0.0002745902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034302,"about_ca_topic_score_gemma":0.003236126,"domain_scores_codex":[0.9966341,0.0004210355,0.0004223063,0.0003978332,0.001116352,0.001008389],"domain_scores_gemma":[0.9981799,0.0005364874,0.000360706,0.0003161807,0.0003353153,0.0002713793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006552859,0.002607313,0.3618749,0.0005104445,0.001189558,0.0003318359,0.2546701,0.0004501293,0.003241001,0.1849593,0.1106535,0.07885672],"study_design_scores_gemma":[0.005215184,0.001365279,0.06161252,0.001202938,0.0001662169,0.00003392708,0.1770619,0.0004984855,0.0003909595,0.4609379,0.28977,0.001744598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7012086,0.002529617,0.003648238,0.1765255,0.007386398,0.004015099,0.00004194843,0.0003145814,0.10433],"genre_scores_gemma":[0.9901791,0.002217319,0.002156224,0.0004071384,0.0009079211,0.00003675972,0.000005757901,0.00004405181,0.004045765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002624,"threshold_uncertainty_score":0.8862455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0782822450340815,"score_gpt":0.3740871150910456,"score_spread":0.2958048700569642,"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."}}