{"id":"W4220741049","doi":"10.1038/s41559-022-01724-z","title":"Pantanal port licence would threaten the world’s largest tropical wetland","year":2022,"lang":"en","type":"letter","venue":"Nature Ecology & Evolution","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Wetland; Geography; Port (circuit theory); Ecology; Tropical forest; Neglected tropical diseases; Environmental resource management; Biology; Environmental science; Engineering","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002614827,0.0002723013,0.0002506221,0.0001275239,0.0009111054,0.00004691645,0.0007823306,0.001386833,0.009673366],"category_scores_gemma":[0.00003746058,0.0002012434,0.0001587891,0.0004570424,0.000395264,0.0001064296,0.0008150875,0.005382434,0.0003656189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081697,"about_ca_system_score_gemma":0.00003700625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003013206,"about_ca_topic_score_gemma":0.004316836,"domain_scores_codex":[0.9977697,0.0002508099,0.000231943,0.0006379762,0.0006148511,0.0004947942],"domain_scores_gemma":[0.9991469,0.0001246526,0.0002101799,0.0004581771,0.00001667257,0.00004344538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001478837,0.00002309426,0.5003985,0.000004364886,0.00003129256,0.00006761359,0.00003261697,0.00002771982,0.000003193584,0.00001917257,0.4993442,0.00003351012],"study_design_scores_gemma":[0.0001214512,0.00003760849,0.5042126,0.000002269438,0.0000832546,0.00001306216,0.00003939876,0.0000346922,4.95365e-7,0.00007798916,0.4952558,0.0001214308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.141417,0.0003367309,0.00003532701,0.8400962,0.002005287,0.0007470448,0.00006624904,0.0001051935,0.01519102],"genre_scores_gemma":[0.3253878,0.0001041566,0.00009162685,0.5914872,0.002066909,0.000100455,0.0007053606,0.0000327456,0.08002378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.248609,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007051743474230435,"score_gpt":0.2045470469934092,"score_spread":0.1974953035191788,"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."}}