{"id":"W6989950423","doi":"","title":"Climate change will reduce North American inland wetland areas and disrupt their seasonal regimes","year":2024,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Climate change; Ecosystem; Habitat; Biodiversity; Precipitation; Global change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001594874,0.0001834005,0.0001254683,0.0002005021,0.0003376364,0.0005547752,0.0002452266,0.0002323073,0.002870844],"category_scores_gemma":[0.0002428639,0.0000837121,0.000321557,0.0003106265,0.0001654818,0.0003170454,0.0002964377,0.0001797099,0.0001520748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009775721,"about_ca_system_score_gemma":0.0008059065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08955872,"about_ca_topic_score_gemma":0.1636841,"domain_scores_codex":[0.9999368,0.00001424939,0.000001929571,0.00001071618,0.00001047948,0.00002580123],"domain_scores_gemma":[0.9999055,0.00001068846,0.00002060939,0.000007994487,0.00003238734,0.00002283158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003402091,0.0002402896,0.6372285,0.0001490389,0.0003612614,0.0004799685,0.0002599305,0.2893234,0.01604042,0.005582761,0.01412002,0.03587415],"study_design_scores_gemma":[0.00004299783,0.0001101104,0.8234366,0.00002376777,0.0001039855,0.0001063028,0.0007727857,0.1603379,0.002079754,0.00268546,0.010266,0.000034382],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919275,0.00008294592,0.0009803037,0.0004865158,0.00001707217,0.000008075142,0.001395155,0.00006717107,0.005035314],"genre_scores_gemma":[0.9984218,0.00008957845,0.0003774728,0.00006131599,0.00000347088,0.000008781188,0.0004800571,0.000005705778,0.0005517727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08955872,"threshold_uncertainty_score":0.1780748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009707508231385484,"score_gpt":0.2207556273955563,"score_spread":0.2110481191641708,"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."}}