{"id":"W4381187533","doi":"10.46692/9781529222036.076","title":"Lifestyle and Amenity Migration","year":2022,"lang":"en","type":"other","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amenity; Geography; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284567,0.0001531465,0.0001331249,0.0004978763,0.001025515,0.00184406,0.0002447629,0.0007730489,0.01202292],"category_scores_gemma":[0.0006606489,0.00006004851,0.0002057063,0.000831871,0.002130097,0.001182319,0.001901254,0.0008944137,0.0009999007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007622325,"about_ca_system_score_gemma":0.0004628841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008946368,"about_ca_topic_score_gemma":0.01259869,"domain_scores_codex":[0.9997649,0.00009771277,0.000009357298,0.00003502169,0.00003355467,0.00005937096],"domain_scores_gemma":[0.9996614,0.00004084362,0.00008041295,0.00001670797,0.00003991682,0.0001606238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001934772,0.0005286868,0.1656283,0.001058373,0.0001407156,0.002152561,0.08607816,0.0004600807,0.001118552,0.3396136,0.06541366,0.3376139],"study_design_scores_gemma":[0.00001493578,0.0001897027,0.2288728,0.001041351,0.00003757092,0.001803754,0.07795653,0.0001365976,0.0001409051,0.04771344,0.6420507,0.00004173228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4076304,0.05023434,0.001512746,0.05933487,0.001456135,0.00006207958,0.0005768444,0.00005741149,0.4791351],"genre_scores_gemma":[0.9332544,0.0208189,0.0005711932,0.005618881,0.0004693751,0.00003105643,0.0002661354,0.00001784343,0.03895235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01202292,"threshold_uncertainty_score":0.04022068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119176482846243,"score_gpt":0.2738982243303728,"score_spread":0.2627064595019104,"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."}}