{"id":"W4320885194","doi":"10.24043/isj.413","title":"Resilience-building in small island family-owned accommodation sector","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Tourism; Context (archaeology); Psychological resilience; Resilience (materials science); Sustainability; Marketing; Government (linguistics); Public relations; Accommodation; Qualitative research; Environmental resource management; Geography; Economics; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008328346,0.0002521425,0.0001616188,0.000789776,0.004362716,0.002524422,0.0006992012,0.0005329346,0.005933347],"category_scores_gemma":[0.001847746,0.000153057,0.0001610142,0.0006992112,0.003630639,0.002253366,0.005112892,0.0008277746,0.0003204971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643681,"about_ca_system_score_gemma":0.003689337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631418,"about_ca_topic_score_gemma":0.03387459,"domain_scores_codex":[0.999386,0.00024859,0.00001451506,0.00004854664,0.00004402086,0.0002582416],"domain_scores_gemma":[0.9985641,0.0002772791,0.00023938,0.00005688848,0.0001206891,0.0007417099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000141469,0.0003419842,0.1375054,0.0004892625,0.00005423142,0.0103978,0.7449166,0.001037131,0.002026775,0.02753181,0.006928898,0.06862862],"study_design_scores_gemma":[0.000003603345,0.0000622317,0.05956143,0.0002312563,0.000008533548,0.0006273933,0.9085394,0.000406457,0.0001927803,0.002738217,0.02760627,0.00002232152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799054,0.0005054934,0.0004474423,0.001585304,0.00002651851,0.00003160466,0.0000348786,0.000009546581,0.01745375],"genre_scores_gemma":[0.99849,0.0002449357,0.0001147719,0.00005958832,0.000003291563,0.000008335318,0.00001020319,0.00000203321,0.001066716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631418,"threshold_uncertainty_score":0.03243846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08481947281490512,"score_gpt":0.3534774375617827,"score_spread":0.2686579647468775,"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."}}