{"id":"W4309697924","doi":"10.5539/jsd.v16n1p17","title":"How do Small Island Developing States Meet the Sustainable Development Goals?","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vetenskapsrådet; Lunds Universitet","keywords":"Small Island Developing States; Poverty; Sustainable development; Development economics; Economic growth; Climate change; Geography; International development; Political science; Developing country; Socioeconomics; Economics; Ecology; Biology","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":[0.001406689,0.0002036713,0.0002410344,0.001109962,0.001321573,0.00422415,0.0005911494,0.0006301576,0.003550417],"category_scores_gemma":[0.005122922,0.0001046465,0.0002284065,0.001952461,0.002117429,0.004893138,0.002460846,0.0009127007,0.0005130339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006712,"about_ca_system_score_gemma":0.003709434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05835846,"about_ca_topic_score_gemma":0.1000749,"domain_scores_codex":[0.9991114,0.0003191136,0.00004396754,0.00008241767,0.0001652962,0.0002778227],"domain_scores_gemma":[0.9985918,0.0002427144,0.000336107,0.00009281535,0.0003589022,0.0003776728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301776,0.0002710649,0.5252184,0.001159551,0.0002284186,0.0009975032,0.06435186,0.004363753,0.0009533617,0.1200558,0.02699268,0.2552775],"study_design_scores_gemma":[0.00002400658,0.0002257125,0.4766164,0.001230701,0.000154496,0.000415595,0.2669506,0.002877205,0.00100131,0.04943053,0.2009685,0.0001050483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859263,0.003873849,0.001951439,0.03096158,0.0002542198,0.000100767,0.0008678859,0.00005620629,0.1760078],"genre_scores_gemma":[0.9944582,0.00207203,0.0004939124,0.0007535738,0.00002453436,0.00002893916,0.0002017742,0.00001070887,0.001956358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05835846,"threshold_uncertainty_score":0.1160375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05147558023269946,"score_gpt":0.2741400165840022,"score_spread":0.2226644363513028,"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."}}