{"id":"W2120873839","doi":"10.3390/su71013836","title":"Advancing Environmental Mainstreaming in the Caribbean Region: The Role of Regional Institutions for Overcoming Barriers and Capacity Gaps","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Institute for Sustainable Development","funders":"United Nations Environment Programme","keywords":"Mainstreaming; Government (linguistics); Capacity building; Citizen journalism; Environmental planning; National Policy; Business; Political science; Economic growth; Environmental resource management; Regional science; Geography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009277773,0.0001232155,0.0001311776,0.00001648759,0.0003465777,0.00001901534,0.0002159466,0.00005561428,0.00001510087],"category_scores_gemma":[0.0003086817,0.00008309499,0.00006064266,0.0001118973,0.001101187,0.0003024962,0.0001660314,0.000151578,7.135552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568018,"about_ca_system_score_gemma":0.0000804431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909711,"about_ca_topic_score_gemma":0.0005365456,"domain_scores_codex":[0.9988042,0.0001812973,0.0002051319,0.0002277005,0.0002805714,0.0003010874],"domain_scores_gemma":[0.9993795,0.0001479046,0.00008346621,0.0002591471,0.000006415059,0.0001235317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003591208,0.0001016267,0.9798594,0.00001368391,0.000006753344,0.000002433252,0.01387692,0.0006136778,0.000346516,0.002021092,0.0001146338,0.003007399],"study_design_scores_gemma":[0.0008822637,0.0001652651,0.6990858,0.00001171982,0.00003306283,0.00002305015,0.2068399,0.0005585571,0.0003821437,0.06902332,0.02275888,0.0002360421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966159,0.00006917567,0.0001604654,0.001444916,0.00003073811,0.0006780071,0.00001606196,0.000006207956,0.0009785254],"genre_scores_gemma":[0.9994565,0.00001084819,0.0002157167,0.0001878221,0.00002422537,0.00006676817,0.00000586728,0.000006107442,0.00002619023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807736,"threshold_uncertainty_score":0.4100313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719097505046518,"score_gpt":0.2691670103604503,"score_spread":0.2519760353099851,"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."}}