{"id":"W2051408911","doi":"10.1061/40926(239)111","title":"Sediment Processes and Mangrove-Habitat Expansion on a Rapidly-Prograding Muddy Coast, New Zealand","year":2007,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mangrove; Intertidal zone; Oceanography; Geology; Habitat; Estuary; Shore; Siltation; Sediment; Hydrology (agriculture); Ecology; Environmental science; Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003124193,0.0001750915,0.0001479296,0.00004825948,0.000109399,0.00005525025,0.0001146428,0.0000573799,0.0002990211],"category_scores_gemma":[0.00002605474,0.0001366432,0.00002633678,0.0002192902,0.00004292457,0.0001717914,0.0001943314,0.00008189296,0.0001664257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098778,"about_ca_system_score_gemma":0.00001117671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068377,"about_ca_topic_score_gemma":0.01476049,"domain_scores_codex":[0.9987163,0.00001264625,0.0002142615,0.0003659288,0.0003136176,0.0003772721],"domain_scores_gemma":[0.9994036,0.00009685006,0.0000601826,0.0001778303,0.000005514694,0.0002560264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147754,0.0004366731,0.7542649,0.0001547746,0.00003183808,0.00008048259,0.002167212,0.0002737116,0.008418977,0.0001548915,0.0329521,0.2007497],"study_design_scores_gemma":[0.01276283,0.005010011,0.7576452,0.0008964165,0.0001653316,0.0005517639,0.007074344,0.01538878,0.02662288,0.005600566,0.1645295,0.003752342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876683,0.00004206401,0.001975618,0.0003888863,0.0001149597,0.000340292,0.000002696629,0.00009530748,0.009371863],"genre_scores_gemma":[0.9923517,0.0000256291,0.001830274,0.0002334144,0.00006001156,0.000006423864,0.000008045517,0.00001925418,0.005465299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969973,"threshold_uncertainty_score":0.8236702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00783998592736521,"score_gpt":0.2198147866752142,"score_spread":0.211974800747849,"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."}}