{"id":"W3013072442","doi":"10.1016/j.rsma.2020.101257","title":"The fifth anniversary of Regional Studies in Marine Science","year":2020,"lang":"en","type":"editorial","venue":"Regional Studies in Marine Science","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"University of Hong Kong","keywords":"Oceanography; Geography; Political science; Regional science; Geology","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":[0.01477105,0.004763523,0.005533795,0.006410217,0.003641811,0.01408563,0.005856292,0.02114093,0.02864429],"category_scores_gemma":[0.03143535,0.001887821,0.003574671,0.003214852,0.003227668,0.008504151,0.005378654,0.02316611,0.01561387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005850299,"about_ca_system_score_gemma":0.005171912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003839652,"about_ca_topic_score_gemma":0.01361806,"domain_scores_codex":[0.9914351,0.00172429,0.000777179,0.0008460434,0.004451635,0.0007656271],"domain_scores_gemma":[0.9593366,0.01466139,0.003482671,0.001153884,0.01288115,0.008484268],"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":[0.00002466151,0.000008851528,0.00001963395,0.0001959654,0.00001511729,0.00004471634,0.00001220519,0.00001937266,0.0000402346,0.0003078112,0.9951687,0.004142771],"study_design_scores_gemma":[0.00004102897,0.0000184112,0.0003104909,0.0004792909,0.00003712146,0.00007354347,0.00005122609,0.00008699801,0.0000314048,0.0009177402,0.9979341,0.00001861187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001551391,0.009366012,0.00007376454,0.02834513,0.9608553,0.000009135808,0.0000366645,0.00003881517,0.001259659],"genre_scores_gemma":[0.0002728004,0.006953744,0.00008764427,0.01826521,0.9662779,0.00002478622,0.00004894425,0.00004567538,0.008023233],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02864429,"threshold_uncertainty_score":0.09582472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144290310569678,"score_gpt":0.3360140993993524,"score_spread":0.2215850683423846,"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."}}