{"id":"W4288070278","doi":"10.1016/j.fmre.2022.07.007","title":"Carbon transportation, transformation, and sedimentation processes at the land-river-estuary continuum","year":2022,"lang":"en","type":"review","venue":"Fundamental Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; McGill University","keywords":"Estuary; Environmental science; Ecosystem; Hydrology (agriculture); Terrestrial ecosystem; Land use; Ecology; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00101426,0.0002112059,0.0004256853,0.0001700293,0.0007246008,0.0001360937,0.0002826919,0.00008190106,0.003931872],"category_scores_gemma":[0.00002907703,0.0001384445,0.00008218685,0.000646904,0.0001765873,0.0001800677,0.00002783016,0.0004615553,0.00008834285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004972211,"about_ca_system_score_gemma":0.0003243604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009059558,"about_ca_topic_score_gemma":0.05783533,"domain_scores_codex":[0.9975222,0.0004219077,0.0004302869,0.0003415244,0.0009202948,0.0003637394],"domain_scores_gemma":[0.9988731,0.0006706602,0.0001224846,0.0001657811,0.00005768047,0.0001102983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004452644,0.00002381547,0.01954752,0.01118404,0.0000828475,0.00001894396,0.001696126,0.000003562311,1.186481e-7,0.000006263985,0.001417794,0.9659745],"study_design_scores_gemma":[0.0001684752,0.0001810548,0.002906795,0.0003839338,0.00006930157,0.00002872279,0.0006383019,0.00001891468,0.000001115093,0.00003589227,0.9954079,0.0001595522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008337083,0.9784667,5.556045e-7,0.00008930791,0.0001827599,0.001485345,0.0008368408,0.00002613029,0.01057523],"genre_scores_gemma":[0.004916748,0.9868491,0.00000243467,0.00002635582,0.0001049367,0.0001090692,0.005270355,0.0000105125,0.002710541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9939901,"threshold_uncertainty_score":0.9975392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08247074964287024,"score_gpt":0.3335260086650539,"score_spread":0.2510552590221836,"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."}}