{"id":"W3200686656","doi":"10.3389/fmars.2021.685122","title":"Scoping Science-Policy Arenas for Regional Ocean Governance in the Wider Caribbean Region","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Science policy; Diversity (politics); Suite; Corporate governance; Political science; Public relations; Regional science; Sociology; Public administration; Economics; Management","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":[0.1190542,0.001122633,0.001546606,0.01948993,0.009500815,0.03023754,0.003410605,0.007252879,0.006481363],"category_scores_gemma":[0.1491437,0.0007449389,0.002321718,0.02667478,0.01474338,0.01377279,0.01299101,0.004407261,0.000530995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04748142,"about_ca_system_score_gemma":0.1641562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1081731,"about_ca_topic_score_gemma":0.1302517,"domain_scores_codex":[0.9498872,0.03318468,0.005812363,0.002141954,0.005752046,0.003221705],"domain_scores_gemma":[0.8662007,0.08650486,0.01055743,0.007563653,0.02554176,0.003631632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001702418,0.0001885503,0.009547797,0.03608685,0.0004072774,0.001485649,0.06375656,0.01119346,0.001417238,0.5531066,0.02683089,0.2958089],"study_design_scores_gemma":[0.00005997535,0.000135786,0.01168751,0.165274,0.0005523073,0.0002975162,0.1295994,0.005375918,0.001011508,0.2452527,0.4405716,0.0001818373],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04586786,0.4362012,0.03028766,0.2777716,0.002015048,0.004576753,0.001130129,0.0001956878,0.2019541],"genre_scores_gemma":[0.6307086,0.2967356,0.03806188,0.01553445,0.0007133887,0.006724827,0.001220289,0.0001213065,0.01017976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1190542,"threshold_uncertainty_score":0.6296263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292805498098191,"score_gpt":0.2449113475986493,"score_spread":0.2319832926176674,"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."}}