{"id":"W3148866287","doi":"10.1016/j.ecss.2021.107361","title":"The renaissance of Odum's outwelling hypothesis in 'Blue Carbon' science","year":2021,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Australian Research Council; National Science Foundation; Edith Cowan University; Vetenskapsrådet; Bundesministerium für Bildung und Forschung; Göteborgs Universitet","keywords":"The Renaissance; Environmental science; Oceanography; Art; Art history; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002057702,0.00009645415,0.0001703523,0.000151354,0.0007420527,0.00008547433,0.0005881188,0.00003650463,0.00005888051],"category_scores_gemma":[0.0008823976,0.00006533177,0.00002117172,0.001703046,0.006217411,0.0002452713,0.0001633901,0.0002129497,0.00001400422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001564977,"about_ca_system_score_gemma":0.0005075636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008040591,"about_ca_topic_score_gemma":0.01450968,"domain_scores_codex":[0.9982374,0.00006960936,0.0002187361,0.0004429894,0.0004650064,0.0005662643],"domain_scores_gemma":[0.9988198,0.0005517557,0.0000554208,0.0002698805,0.0001662562,0.000136873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001929126,0.00001098494,0.9924701,0.000009445543,0.000001412666,0.00003570755,0.0002247199,0.0002001263,0.0007824554,0.0005007916,0.000002091332,0.005742875],"study_design_scores_gemma":[0.000134366,0.00007159849,0.9840652,0.00001956239,0.00000226917,0.0000778441,0.0005036787,0.005801432,0.007824319,0.001284576,0.0001255532,0.00008958886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811709,0.001046525,0.000005383009,0.0007751787,0.0001931359,0.00006605985,0.00000196642,0.000008267876,0.01673257],"genre_scores_gemma":[0.9988093,0.0003839137,0.0003385468,0.00003571768,0.00001529643,9.950671e-7,8.771911e-7,0.000001114359,0.0004142004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763842,"threshold_uncertainty_score":0.9964871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911676980831643,"score_gpt":0.2332741869242857,"score_spread":0.2141574171159693,"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."}}