{"id":"W3005381133","doi":"10.24306/plnxt/61","title":"Seasonality and out-migration of residents","year":2019,"lang":"en","type":"article","venue":"plaNext - Next Generation Planning","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Geography; Quarter (Canadian coin); Population; Small island; Scale (ratio); Human migration; Economy; Middle class; Economic geography; Socioeconomics; Political science; Demography; Sociology; Economics; Archaeology; Cartography","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":[0.0002717841,0.000101059,0.0001048569,0.0004785004,0.0006587762,0.0006078019,0.0002393569,0.0001474495,0.002863499],"category_scores_gemma":[0.0008718744,0.00007028061,0.0001326467,0.0006921419,0.0003564804,0.0004350075,0.0007199212,0.0002289605,0.0003717806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560796,"about_ca_system_score_gemma":0.0004279006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03055552,"about_ca_topic_score_gemma":0.07485118,"domain_scores_codex":[0.9997147,0.00008692332,0.00001848856,0.00004163973,0.00003897745,0.00009935422],"domain_scores_gemma":[0.9996119,0.00004216201,0.0001246108,0.00002360462,0.00009553401,0.0001020934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234568,0.00005030033,0.9525158,0.00007021923,0.00002824024,0.0005579638,0.01272264,0.0002079807,0.001116658,0.0006716696,0.002030014,0.029905],"study_design_scores_gemma":[7.713962e-7,0.00002817048,0.975409,0.00002335678,0.000006823007,0.0002008325,0.01982788,0.0001061126,0.00006965257,0.00008663254,0.004234516,0.000006334283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932133,0.0002302273,0.0001004093,0.0001555418,0.00001895584,0.000007663556,0.0002593393,0.000004036728,0.006010633],"genre_scores_gemma":[0.9980725,0.0001995879,0.00006695771,0.00002869669,0.000009538383,0.000006732341,0.0001604911,0.000004086675,0.001451359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03055552,"threshold_uncertainty_score":0.06075531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09751120607744775,"score_gpt":0.3235816347711821,"score_spread":0.2260704286937344,"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."}}