{"id":"W4360593108","doi":"10.2139/ssrn.4083021","title":"The Ocean Economy: trends, impacts and opportunities for a post COVID-19 Blue Recovery in developing countries","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Developing country; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Business; Natural resource economics; Economic growth; Virology; Biology; Medicine; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004690751,0.000204007,0.0001927905,0.0009795112,0.0005617641,0.002287819,0.0002801183,0.0006833627,0.004420642],"category_scores_gemma":[0.00133734,0.0001160525,0.0002999587,0.004274749,0.0007907335,0.001692074,0.001490012,0.0007236366,0.0003906728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821025,"about_ca_system_score_gemma":0.003798024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04799416,"about_ca_topic_score_gemma":0.08746916,"domain_scores_codex":[0.9996923,0.00003135222,0.0000291324,0.00001920077,0.00004376045,0.0001842878],"domain_scores_gemma":[0.9991158,0.0001019585,0.000428053,0.00001440748,0.0001519921,0.0001877684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005483243,0.0001317078,0.901855,0.0008442304,0.00009701064,0.001054922,0.002333306,0.0006610717,0.0008812647,0.01009829,0.01051689,0.07097791],"study_design_scores_gemma":[0.00000716487,0.00005261346,0.9700512,0.0002431154,0.00003395658,0.0002324458,0.009326217,0.000156263,0.0002067454,0.0005040273,0.01917544,0.0000109119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9319355,0.0241478,0.0002242335,0.02294018,0.0001603568,0.00002300041,0.006919377,0.00002050974,0.01362895],"genre_scores_gemma":[0.9735817,0.02104368,0.0001917543,0.0007276392,0.00007674243,0.00001338415,0.001563281,0.000007859893,0.002793867],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04799416,"threshold_uncertainty_score":0.0954296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132452673787708,"score_gpt":0.2474051175129593,"score_spread":0.2260805907750822,"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."}}