{"id":"W4386134511","doi":"10.24043/001c.85173","title":"Systematic Literature Review on Alternative Governance Arrangements for Resource Deficient Situations: Small Island Community-Based Ecotourism","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Ecotourism; Corporate governance; Politics; Resource (disambiguation); Environmental resource management; Environmental planning; Political science; Sociology; Public relations; Tourism; Geography; Economics; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004107717,0.0002394479,0.0006374711,0.0001053762,0.003984033,0.0001771189,0.0003948356,0.00006919514,0.00001358149],"category_scores_gemma":[0.00152393,0.0001635274,0.0002603882,0.0005526079,0.000141842,0.00007929355,0.00006461003,0.0005029819,0.00003722818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013505,"about_ca_system_score_gemma":0.00006338672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000217801,"about_ca_topic_score_gemma":0.002939612,"domain_scores_codex":[0.9970602,0.001066723,0.000550268,0.0001988797,0.0006245957,0.0004993595],"domain_scores_gemma":[0.9969943,0.001697407,0.0004915856,0.0002485671,0.0004795618,0.00008853644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001493205,0.0002134803,0.0002616347,0.03265157,0.001169587,0.0001119041,0.184985,0.0006245731,0.000001198968,0.002662741,0.7760238,0.001145147],"study_design_scores_gemma":[0.004293059,0.001099488,0.0003017854,0.2334208,0.0007466477,0.00002876314,0.177344,0.0005289388,0.000005849638,0.007996741,0.573219,0.001014968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01917452,0.7202514,0.004975934,0.06838506,0.008892399,0.01209715,0.001902144,0.0004733658,0.163848],"genre_scores_gemma":[0.1762679,0.7942343,0.0003821791,0.005448044,0.002616643,0.0009745161,0.0001374035,0.00007806518,0.01986091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2028048,"threshold_uncertainty_score":0.9973127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07150724403450609,"score_gpt":0.3493273122394711,"score_spread":0.277820068204965,"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."}}